From 371a08011f92e8eb9ff4e95a2b9902de81e66ee3 Mon Sep 17 00:00:00 2001
From: Jamjamjon <51357717+jamjamjon@users.noreply.github.com>
Date: Tue, 30 Apr 2024 15:26:53 +0800
Subject: [PATCH] Add MODNet model (#11)

* Add MODNet for portrait matting

* Minor fixes

* Move assets to home directory

* Add colormap

* ci

* Update README.md
---
 .github/workflows/rust-ci.yml    |    2 +-
 Cargo.toml                       |    2 +-
 README.md                        |   13 +-
 assets/portrait.jpg              |  Bin 0 -> 128709 bytes
 examples/blip/main.rs            |    6 +-
 examples/clip/main.rs            |    6 +-
 examples/db/main.rs              |    6 +-
 examples/depth-anything/demo.png |  Bin 183897 -> 179463 bytes
 examples/depth-anything/main.rs  |    6 +-
 examples/dinov2/main.rs          |    2 +-
 examples/face-parsing/main.rs    |    6 +-
 examples/fastsam/main.rs         |    2 +-
 examples/modnet/README.md        |   15 +
 examples/modnet/demo.png         |  Bin 0 -> 95610 bytes
 examples/modnet/main.rs          |   23 +
 examples/rtdetr/main.rs          |    2 +-
 examples/rtmo/main.rs            |    2 +-
 examples/svtr/main.rs            |    4 +-
 examples/yolo-world/main.rs      |    2 +-
 examples/yolop/main.rs           |    4 +-
 examples/yolov5/main.rs          |    2 +-
 examples/yolov8-face/main.rs     |    2 +-
 examples/yolov8-falldown/main.rs |    2 +-
 examples/yolov8-head/main.rs     |    2 +-
 examples/yolov8-trash/main.rs    |    2 +-
 examples/yolov8/main.rs          |   55 +-
 examples/yolov9/main.rs          |    2 +-
 src/core/annotator.rs            |  501 +++---
 src/core/engine.rs               |    4 +-
 src/core/options.rs              |   20 +-
 src/models/db.rs                 |   10 +-
 src/models/depth_anything.rs     |    4 +-
 src/models/mod.rs                |    2 +
 src/models/modnet.rs             |   76 +
 src/models/yolo.rs               |   12 +-
 src/models/yolop.rs              |   16 +-
 src/utils/colormap256.rs         | 2589 ++++++++++++++++++++++++++++++
 src/utils/mod.rs                 |   34 +-
 src/utils/turbo.rs               |  258 ---
 src/ys/bbox.rs                   |   21 +
 src/ys/keypoint.rs               |   21 +
 src/ys/mask.rs                   |  155 +-
 src/ys/mbr.rs                    |   21 +
 src/ys/mod.rs                    |    2 +
 src/ys/polygon.rs                |  209 +++
 src/ys/y.rs                      |   32 +-
 46 files changed, 3387 insertions(+), 770 deletions(-)
 create mode 100644 assets/portrait.jpg
 create mode 100644 examples/modnet/README.md
 create mode 100644 examples/modnet/demo.png
 create mode 100644 examples/modnet/main.rs
 create mode 100644 src/models/modnet.rs
 create mode 100644 src/utils/colormap256.rs
 delete mode 100644 src/utils/turbo.rs
 create mode 100644 src/ys/polygon.rs

diff --git a/.github/workflows/rust-ci.yml b/.github/workflows/rust-ci.yml
index e249782..08f7c93 100644
--- a/.github/workflows/rust-ci.yml
+++ b/.github/workflows/rust-ci.yml
@@ -2,7 +2,7 @@ name: Rust
 
 on:
   push:
-    branches: [ "main" ]
+    branches: [ "main", "dev" ]
   pull_request:
     branches: [ "main" ]
 
diff --git a/Cargo.toml b/Cargo.toml
index ddc9467..2695885 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "usls"
-version = "0.0.2"
+version = "0.0.3"
 edition = "2021"
 description = "A Rust library integrated with ONNXRuntime, providing a collection of ML models."
 repository = "https://github.com/jamjamjon/usls"
diff --git a/README.md b/README.md
index 7668a97..219d5b3 100644
--- a/README.md
+++ b/README.md
@@ -1,18 +1,22 @@
 # usls
 
-A Rust library integrated with **ONNXRuntime**, providing a collection of **Computer Vison** and **Vision-Language** models including [YOLOv5](https://github.com/ultralytics/yolov5), [YOLOv8](https://github.com/ultralytics/ultralytics), [YOLOv9](https://github.com/WongKinYiu/yolov9), [RTDETR](https://arxiv.org/abs/2304.08069), [CLIP](https://github.com/openai/CLIP), [DINOv2](https://github.com/facebookresearch/dinov2), [FastSAM](https://github.com/CASIA-IVA-Lab/FastSAM), [YOLO-World](https://github.com/AILab-CVC/YOLO-World), [BLIP](https://arxiv.org/abs/2201.12086), [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR) , [Depth-Anything](https://github.com/LiheYoung/Depth-Anything) and others.
+A Rust library integrated with **ONNXRuntime**, providing a collection of **Computer Vison** and **Vision-Language** models including [YOLOv5](https://github.com/ultralytics/yolov5), [YOLOv8](https://github.com/ultralytics/ultralytics), [YOLOv9](https://github.com/WongKinYiu/yolov9), [RTDETR](https://arxiv.org/abs/2304.08069), [CLIP](https://github.com/openai/CLIP), [DINOv2](https://github.com/facebookresearch/dinov2), [FastSAM](https://github.com/CASIA-IVA-Lab/FastSAM), [YOLO-World](https://github.com/AILab-CVC/YOLO-World), [BLIP](https://arxiv.org/abs/2201.12086), [PaddleOCR](https://github.com/PaddlePaddle/PaddleOCR), [Depth-Anything](https://github.com/LiheYoung/Depth-Anything), [MODNet](https://github.com/ZHKKKe/MODNet) and others.
 
 ## Recently Updated
 
+|        Portrait Matting         |
+| :----------------------------: |
+|<img src='examples/modnet/demo.png'   width="800px">|
+
+
 |        Depth-Anything         |
 | :----------------------------: |
 |<img src='examples/depth-anything/demo.png'   width="800px">|
 
 
-
 |        YOLOP-v2          |             Face-Parsing             |               Text-Detection           |  
 | :----------------------------: | :------------------------------: |  :------------------------------: |
-|<img src='examples/yolop/demo.png'  height="240px">| <img src='examples/face-parsing/demo.png'  height="240px"> | <img src='examples/db/demo.png'  height="240px"> |
+|<img src='examples/yolop/demo.png'  height="180px">| <img src='examples/face-parsing/demo.png'  height="180px"> | <img src='examples/db/demo.png'  height="180px"> |
 
 
 |        YOLOv8-Obb         |
@@ -23,8 +27,6 @@ A Rust library integrated with **ONNXRuntime**, providing a collection of **Comp
 
 
 
-
-
 ## Supported Models
 
 |                               Model                               |         Task / Type         |         Example         | CUDA<br />f32 | CUDA<br />f16 |     TensorRT<br />f32     |     TensorRT<br />f16     |
@@ -48,6 +50,7 @@ A Rust library integrated with **ONNXRuntime**, providing a collection of **Comp
 |    [YOLOv5-classification](https://github.com/ultralytics/yolov5)    |      Object Detection      |   [demo](examples/yolov5)   |      ✅      |      ✅      |             ✅             |            ✅            |
 |     [YOLOv5-segmentation](https://github.com/ultralytics/yolov5)     |    Instance Segmentation    |   [demo](examples/yolov5)   |      ✅      |      ✅      |             ✅             |            ✅            |
 |     [Depth-Anything](https://github.com/LiheYoung/Depth-Anything)     |    Monocular Depth Estimation    |   [demo](examples/depth-anything)   |      ✅      |      ✅      |             ❌             |            ❌            |
+|     [MODNet](https://github.com/ZHKKKe/MODNet)     |    Image Matting    |   [demo](examples/modnet)   |      ✅      |      ✅      |             ✅             |            ✅            |
 
 ## Solution Models
 
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diff --git a/examples/blip/main.rs b/examples/blip/main.rs
index b5b8439..51135f9 100644
--- a/examples/blip/main.rs
+++ b/examples/blip/main.rs
@@ -3,14 +3,14 @@ use usls::{models::Blip, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // visual
     let options_visual = Options::default()
-        .with_model("../models/blip-visual-base.onnx")
+        .with_model("blip-visual-base.onnx")?
         .with_i00((1, 1, 4).into())
         .with_profile(false);
 
     // textual
     let options_textual = Options::default()
-        .with_model("../models/blip-textual-base.onnx")
-        .with_tokenizer("tokenizer-blip.json")
+        .with_model("blip-textual-base.onnx")?
+        .with_tokenizer("tokenizer-blip.json")?
         .with_i00((1, 1, 4).into()) // input_id: batch
         .with_i01((1, 1, 4).into()) // input_id: seq_len
         .with_i10((1, 1, 4).into()) // attention_mask: batch
diff --git a/examples/clip/main.rs b/examples/clip/main.rs
index a5e6a24..00f0bb0 100644
--- a/examples/clip/main.rs
+++ b/examples/clip/main.rs
@@ -3,14 +3,14 @@ use usls::{models::Clip, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // visual
     let options_visual = Options::default()
-        .with_model("../models/clip-b32-visual-dyn.onnx")
+        .with_model("clip-b32-visual-dyn.onnx")?
         .with_i00((1, 1, 4).into())
         .with_profile(false);
 
     // textual
     let options_textual = Options::default()
-        .with_model("../models/clip-b32-textual-dyn.onnx")
-        .with_tokenizer("tokenizer-clip.json")
+        .with_model("clip-b32-textual-dyn.onnx")?
+        .with_tokenizer("tokenizer-clip.json")?
         .with_i00((1, 1, 4).into())
         .with_profile(false);
 
diff --git a/examples/db/main.rs b/examples/db/main.rs
index f45a023..7b04f6d 100644
--- a/examples/db/main.rs
+++ b/examples/db/main.rs
@@ -10,7 +10,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .with_min_width(5.0)
         .with_min_height(12.0)
         // .with_trt(0)
-        .with_model("../models/ppocr-v4-db-dyn.onnx");
+        .with_model("ppocr-v4-db-dyn.onnx")?;
 
     let mut model = DB::new(&options)?;
 
@@ -26,8 +26,8 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
     // annotate
     let annotator = Annotator::default()
         .without_bboxes(true)
-        .with_masks_alpha(60)
-        .with_polygon_color([255, 105, 180, 255])
+        .with_polygons_alpha(60)
+        .with_contours_color([255, 105, 180, 255])
         .without_mbrs(true)
         .with_saveout("DB");
     annotator.annotate(&x, &y);
diff --git a/examples/depth-anything/demo.png b/examples/depth-anything/demo.png
index 8325016b5192949fa850b91a7dbfa3bcc798bf2b..abf58e5eaf43f7fc1e40f4034401d767903195fb 100644
GIT binary patch
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diff --git a/examples/depth-anything/main.rs b/examples/depth-anything/main.rs
index 53dcca9..c4b70ae 100644
--- a/examples/depth-anything/main.rs
+++ b/examples/depth-anything/main.rs
@@ -3,7 +3,7 @@ use usls::{models::DepthAnything, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // visual
     let options = Options::default()
-        .with_model("../models/depth-anything-s-dyn.onnx")
+        .with_model("depth-anything-s-dyn.onnx")?
         .with_i00((1, 1, 8).into())
         .with_i02((384, 512, 1024).into())
         .with_i03((384, 512, 1024).into());
@@ -16,7 +16,9 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
     let y = model.run(&x)?;
 
     // annotate
-    let annotator = Annotator::default().with_saveout("Depth-Anything");
+    let annotator = Annotator::default()
+        .with_colormap("Turbo")
+        .with_saveout("Depth-Anything");
     annotator.annotate(&x, &y);
 
     Ok(())
diff --git a/examples/dinov2/main.rs b/examples/dinov2/main.rs
index 76310fa..5aa6682 100644
--- a/examples/dinov2/main.rs
+++ b/examples/dinov2/main.rs
@@ -3,7 +3,7 @@ use usls::{models::Dinov2, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/dinov2-s14-dyn-f16.onnx")
+        .with_model("dinov2-s14-dyn-f16.onnx")?
         .with_i00((1, 1, 1).into())
         .with_i02((224, 224, 224).into())
         .with_i03((224, 224, 224).into());
diff --git a/examples/face-parsing/main.rs b/examples/face-parsing/main.rs
index c2f20d8..47f4274 100644
--- a/examples/face-parsing/main.rs
+++ b/examples/face-parsing/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/face-parsing-dyn.onnx")
+        .with_model("face-parsing-dyn.onnx")?
         .with_i00((1, 1, 4).into())
         .with_i02((416, 640, 800).into())
         .with_i03((416, 640, 800).into())
@@ -23,8 +23,8 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .without_bboxes(true)
         .without_bboxes_conf(true)
         .without_bboxes_name(true)
-        .without_polygons(false)
-        .with_masks_name(false)
+        .without_contours(false)
+        .with_polygons_name(false)
         .with_saveout("Face-Parsing");
     annotator.annotate(&x, &y);
 
diff --git a/examples/fastsam/main.rs b/examples/fastsam/main.rs
index 9359402..38af201 100644
--- a/examples/fastsam/main.rs
+++ b/examples/fastsam/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/FastSAM-s-dyn-f16.onnx")
+        .with_model("FastSAM-s-dyn-f16.onnx")?
         .with_i00((1, 1, 4).into())
         .with_i02((416, 640, 800).into())
         .with_i03((416, 640, 800).into())
diff --git a/examples/modnet/README.md b/examples/modnet/README.md
new file mode 100644
index 0000000..b866656
--- /dev/null
+++ b/examples/modnet/README.md
@@ -0,0 +1,15 @@
+## Quick Start
+
+```shell
+cargo run -r --example modnet
+```
+
+## ONNX Model
+
+- [modnet-dyn](https://github.com/jamjamjon/assets/releases/download/v0.0.1/modnet-dyn.onnx)  
+
+
+
+## Results
+
+![](./demo.png)
diff --git a/examples/modnet/demo.png b/examples/modnet/demo.png
new file mode 100644
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diff --git a/examples/modnet/main.rs b/examples/modnet/main.rs
new file mode 100644
index 0000000..0732064
--- /dev/null
+++ b/examples/modnet/main.rs
@@ -0,0 +1,23 @@
+use usls::{models::MODNet, Annotator, DataLoader, Options};
+
+fn main() -> Result<(), Box<dyn std::error::Error>> {
+    // build model
+    let options = Options::default()
+        .with_model("modnet-dyn.onnx")?
+        .with_i00((1, 1, 4).into())
+        .with_i02((416, 512, 800).into())
+        .with_i03((416, 512, 800).into());
+    let model = MODNet::new(&options)?;
+
+    // load image
+    let x = vec![DataLoader::try_read("./assets/portrait.jpg")?];
+
+    // run
+    let y = model.run(&x)?;
+
+    // annotate
+    let annotator = Annotator::default().with_saveout("MODNet");
+    annotator.annotate(&x, &y);
+
+    Ok(())
+}
diff --git a/examples/rtdetr/main.rs b/examples/rtdetr/main.rs
index 4c6b413..4738604 100644
--- a/examples/rtdetr/main.rs
+++ b/examples/rtdetr/main.rs
@@ -3,7 +3,7 @@ use usls::{coco, models::RTDETR, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/rtdetr-l-f16.onnx")
+        .with_model("rtdetr-l-f16.onnx")?
         .with_confs(&[0.4, 0.15]) // person: 0.4, others: 0.15
         .with_names(&coco::NAMES_80);
     let mut model = RTDETR::new(&options)?;
diff --git a/examples/rtmo/main.rs b/examples/rtmo/main.rs
index 3aba47e..e43c6ec 100644
--- a/examples/rtmo/main.rs
+++ b/examples/rtmo/main.rs
@@ -3,7 +3,7 @@ use usls::{coco, models::RTMO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../rtmo-s-dyn.onnx")
+        .with_model("rtmo-s-dyn.onnx")?
         .with_i00((1, 1, 8).into())
         .with_nk(17)
         .with_confs(&[0.3])
diff --git a/examples/svtr/main.rs b/examples/svtr/main.rs
index e1a14dc..2eae102 100644
--- a/examples/svtr/main.rs
+++ b/examples/svtr/main.rs
@@ -6,8 +6,8 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .with_i00((1, 2, 8).into())
         .with_i03((320, 960, 1600).into())
         .with_confs(&[0.2])
-        .with_vocab("../ppocr_rec_vocab.txt")
-        .with_model("../models/ppocr-v4-svtr-ch-dyn.onnx");
+        .with_vocab("ppocr_rec_vocab.txt")?
+        .with_model("ppocr-v4-svtr-ch-dyn.onnx")?;
     let mut model = SVTR::new(&options)?;
 
     // load images
diff --git a/examples/yolo-world/main.rs b/examples/yolo-world/main.rs
index 07de88a..f35cb49 100644
--- a/examples/yolo-world/main.rs
+++ b/examples/yolo-world/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/yolov8s-world-v2-shoes.onnx")
+        .with_model("yolov8s-world-v2-shoes.onnx")?
         .with_i00((1, 1, 4).into())
         .with_i02((416, 640, 800).into())
         .with_i03((416, 640, 800).into())
diff --git a/examples/yolop/main.rs b/examples/yolop/main.rs
index d7755fb..260d81f 100644
--- a/examples/yolop/main.rs
+++ b/examples/yolop/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLOPv2, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/yolopv2-dyn-480x800.onnx")
+        .with_model("yolopv2-dyn-480x800.onnx")?
         .with_i00((1, 1, 8).into())
         .with_confs(&[0.3]);
     let mut model = YOLOPv2::new(&options)?;
@@ -16,7 +16,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
 
     // annotate
     let annotator = Annotator::default()
-        .with_masks_name(true)
+        .with_polygons_name(true)
         .with_saveout("YOLOPv2");
     annotator.annotate(&x, &y);
 
diff --git a/examples/yolov5/main.rs b/examples/yolov5/main.rs
index 919fcea..4905bf4 100644
--- a/examples/yolov5/main.rs
+++ b/examples/yolov5/main.rs
@@ -9,7 +9,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         .with_conf_independent(true)
         .with_anchors_first(true)
         .with_yolo_task(YOLOTask::Segment)
-        .with_model("../models/yolov5s-seg.onnx")
+        .with_model("yolov5s-seg.onnx")?
         .with_trt(0)
         .with_fp16(true)
         .with_i00((1, 1, 4).into())
diff --git a/examples/yolov8-face/main.rs b/examples/yolov8-face/main.rs
index 29984f2..c605869 100644
--- a/examples/yolov8-face/main.rs
+++ b/examples/yolov8-face/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/yolov8n-face-dyn-f16.onnx")
+        .with_model("yolov8n-face-dyn-f16.onnx")?
         .with_i00((1, 1, 4).into())
         .with_i02((416, 640, 800).into())
         .with_i03((416, 640, 800).into())
diff --git a/examples/yolov8-falldown/main.rs b/examples/yolov8-falldown/main.rs
index 9b44908..32824e2 100644
--- a/examples/yolov8-falldown/main.rs
+++ b/examples/yolov8-falldown/main.rs
@@ -2,7 +2,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
-    let options = Options::default().with_model("../models/yolov8-falldown-f16.onnx");
+    let options = Options::default().with_model("yolov8-falldown-f16.onnx")?;
     let mut model = YOLO::new(&options)?;
 
     // load image
diff --git a/examples/yolov8-head/main.rs b/examples/yolov8-head/main.rs
index b64531e..3280a68 100644
--- a/examples/yolov8-head/main.rs
+++ b/examples/yolov8-head/main.rs
@@ -2,7 +2,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
-    let options = Options::default().with_model("../models/yolov8-head-f16.onnx");
+    let options = Options::default().with_model("yolov8-head-f16.onnx")?;
     let mut model = YOLO::new(&options)?;
 
     // load image
diff --git a/examples/yolov8-trash/main.rs b/examples/yolov8-trash/main.rs
index 421ab44..91870db 100644
--- a/examples/yolov8-trash/main.rs
+++ b/examples/yolov8-trash/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // 1.build model
     let options = Options::default()
-        .with_model("../models/yolov8-plastic-bag-f16.onnx")
+        .with_model("yolov8-plastic-bag-f16.onnx")?
         .with_names(&["trash"]);
     let mut model = YOLO::new(&options)?;
 
diff --git a/examples/yolov8/main.rs b/examples/yolov8/main.rs
index 062eafd..f60cfb3 100644
--- a/examples/yolov8/main.rs
+++ b/examples/yolov8/main.rs
@@ -3,23 +3,20 @@ use usls::{coco, models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        // .with_model("../models/yolov8m.onnx")
-        // .with_model("../models/yolov8m-dyn-f16.onnx")
-        // .with_model("../models/yolov8m-pose-dyn-f16.onnx")
-        // .with_model("../models/yolov8m-seg-dyn-f16.onnx")
-        .with_model("../models/yolov8s-cls.onnx")
-        // .with_model("../models/yolov8s-obb.onnx")
+        .with_model("yolov8m-dyn.onnx")?
+        // .with_model("yolov8m-pose-dyn.onnx")?
+        // .with_model("yolov8m-cls-dyn.onnx")?
+        // .with_model("yolov8m-seg-dyn.onnx")?
+        // .with_model("yolov8m-obb-dyn.onnx")?
+        // .with_model("yolov8m-oiv7-dyn.onnx")?
         // .with_trt(0)
         // .with_fp16(true)
         .with_i00((1, 1, 4).into())
-        .with_i02((224, 1024, 1024).into())
-        .with_i03((224, 1024, 1024).into())
-        // .with_i02((224, 640, 800).into())
-        // .with_i03((224, 640, 800).into())
+        .with_i02((224, 640, 800).into())
+        .with_i03((224, 640, 800).into())
         .with_confs(&[0.4, 0.15]) // person: 0.4, others: 0.15
         .with_names2(&coco::KEYPOINTS_NAMES_17)
-        .with_profile(true)
-        .with_dry_run(10);
+        .with_profile(false);
     let mut model = YOLO::new(&options)?;
 
     // build dataloader
@@ -30,41 +27,7 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
 
     // build annotate
     let annotator = Annotator::default()
-        // .with_probs_topk(10)
-        // // bboxes
-        // .without_bboxes(false)
-        // .without_bboxes_conf(false)
-        // .without_bboxes_name(false)
-        // .without_bboxes_text_bg(false)
-        // .with_bboxes_text_color([255, 255, 255, 255])
-        // .with_bboxes_text_bg_alpha(255)
-        // // keypoints
-        // .without_keypoints(false)
-        // .with_keypoints_palette(&COCO_KEYPOINT_COLORS_17)
         .with_skeletons(&coco::SKELETONS_16)
-        // .with_keypoints_name(false)
-        // .with_keypoints_conf(false)
-        // .without_keypoints_text_bg(false)
-        // .with_keypoints_text_color([255, 255, 255, 255])
-        // .with_keypoints_text_bg_alpha(255)
-        // .with_keypoints_radius(4)
-        // // masks
-        // .without_masks(false)
-        // .with_masks_alpha(190)
-        // .without_polygons(false)
-        // // .with_polygon_color([0, 255, 255, 255])
-        // .with_masks_conf(false)
-        // .with_masks_name(true)
-        // .with_masks_text_bg(true)
-        // .with_masks_text_color([255, 255, 255, 255])
-        // .with_masks_text_bg_alpha(10)
-        // // mbrs
-        // .without_mbrs(false)
-        // .without_mbrs_conf(false)
-        // .without_mbrs_name(false)
-        // .without_mbrs_text_bg(false)
-        // .with_mbrs_text_color([255, 255, 255, 255])
-        // .with_mbrs_text_bg_alpha(70)
         .with_saveout("YOLOv8");
 
     // run & annotate
diff --git a/examples/yolov9/main.rs b/examples/yolov9/main.rs
index fd1e528..6f6d8bf 100644
--- a/examples/yolov9/main.rs
+++ b/examples/yolov9/main.rs
@@ -3,7 +3,7 @@ use usls::{models::YOLO, Annotator, DataLoader, Options};
 fn main() -> Result<(), Box<dyn std::error::Error>> {
     // build model
     let options = Options::default()
-        .with_model("../models/yolov9-c-dyn-f16.onnx")
+        .with_model("yolov9-c-dyn-f16.onnx")?
         .with_i00((1, 1, 4).into())
         .with_i02((416, 640, 800).into())
         .with_i03((416, 640, 800).into())
diff --git a/src/core/annotator.rs b/src/core/annotator.rs
index 3d4fa3a..e71a7b9 100644
--- a/src/core/annotator.rs
+++ b/src/core/annotator.rs
@@ -1,9 +1,10 @@
 use crate::{
-    auto_load, string_now, Bbox, Keypoint, Mask, Mbr, Prob, CHECK_MARK, CROSS_MARK, TURBO, Y,
+    auto_load, colormap256, string_now, Bbox, Keypoint, Mask, Mbr, Polygon, Prob, CHECK_MARK,
+    CROSS_MARK, Y,
 };
 use ab_glyph::{FontVec, PxScale};
 use anyhow::Result;
-use image::{DynamicImage, ImageBuffer, Rgba, RgbaImage};
+use image::{DynamicImage, GenericImage, Rgba, RgbaImage};
 use imageproc::map::map_colors;
 
 /// Annotator for struct `Y`
@@ -13,18 +14,21 @@ pub struct Annotator {
     _scale: f32, // Cope with ab_glyph & imageproc=0.24.0
     scale_dy: f32,
     saveout: Option<String>,
+
     // About mbrs
     without_mbrs: bool,
     without_mbrs_conf: bool,
     without_mbrs_name: bool,
     without_mbrs_text_bg: bool,
     mbrs_text_color: Rgba<u8>,
+
     // About bboxes
     without_bboxes: bool,
     without_bboxes_conf: bool,
     without_bboxes_name: bool,
     without_bboxes_text_bg: bool,
     bboxes_text_color: Rgba<u8>,
+
     // About keypoints
     without_keypoints: bool,
     with_keypoints_conf: bool,
@@ -34,15 +38,21 @@ pub struct Annotator {
     skeletons: Option<Vec<(usize, usize)>>,
     keypoints_radius: usize,
     keypoints_palette: Option<Vec<(u8, u8, u8, u8)>>,
+
+    // About polygons
+    without_polygons: bool,
+    without_contours: bool,
+    with_polygons_conf: bool,
+    with_polygons_name: bool,
+    with_polygons_text_bg: bool,
+    polygons_text_color: Rgba<u8>,
+    polygons_alpha: u8,
+    contours_color: Rgba<u8>,
+
     // About masks
     without_masks: bool,
-    without_polygons: bool,
-    with_masks_conf: bool,
-    with_masks_name: bool,
-    with_masks_text_bg: bool,
-    masks_text_color: Rgba<u8>,
-    masks_alpha: u8,
-    polygon_color: Rgba<u8>,
+    colormap: Option<[[u8; 3]; 256]>,
+
     // About probs
     probs_topk: usize,
 }
@@ -53,7 +63,7 @@ impl Default for Annotator {
             font: Self::load_font(None).unwrap(),
             _scale: 6.666667,
             scale_dy: 28.,
-            masks_alpha: 179,
+            polygons_alpha: 179,
             saveout: None,
             without_bboxes: false,
             without_bboxes_conf: false,
@@ -73,19 +83,22 @@ impl Default for Annotator {
             keypoints_palette: None,
             without_keypoints_text_bg: false,
             keypoints_text_color: Rgba([0, 0, 0, 255]),
-            without_masks: false,
             without_polygons: false,
-            polygon_color: Rgba([255, 255, 255, 255]),
-            with_masks_name: false,
-            with_masks_conf: false,
-            with_masks_text_bg: false,
-            masks_text_color: Rgba([255, 255, 255, 255]),
+            without_contours: false,
+            contours_color: Rgba([255, 255, 255, 255]),
+            with_polygons_name: false,
+            with_polygons_conf: false,
+            with_polygons_text_bg: false,
+            polygons_text_color: Rgba([255, 255, 255, 255]),
             probs_topk: 5usize,
+            without_masks: false,
+            colormap: None,
         }
     }
 }
 
 impl Annotator {
+    /// Plotting BBOXes or not
     pub fn without_bboxes(mut self, x: bool) -> Self {
         self.without_bboxes = x;
         self
@@ -161,6 +174,7 @@ impl Annotator {
         self
     }
 
+    /// Plotting MBRs or not
     pub fn without_mbrs(mut self, x: bool) -> Self {
         self.without_mbrs = x;
         self
@@ -191,48 +205,68 @@ impl Annotator {
         self
     }
 
-    pub fn without_masks(mut self, x: bool) -> Self {
-        self.without_masks = x;
+    pub fn without_polygons(mut self, x: bool) -> Self {
+        self.without_polygons = x;
         self
     }
 
-    pub fn without_polygons(mut self, x: bool) -> Self {
-        self.without_polygons = x;
+    pub fn without_contours(mut self, x: bool) -> Self {
+        self.without_contours = x;
         self
     }
 
-    pub fn with_masks_conf(mut self, x: bool) -> Self {
-        self.with_masks_conf = x;
+    pub fn with_polygons_conf(mut self, x: bool) -> Self {
+        self.with_polygons_conf = x;
         self
     }
 
-    pub fn with_masks_name(mut self, x: bool) -> Self {
-        self.with_masks_name = x;
+    pub fn with_polygons_name(mut self, x: bool) -> Self {
+        self.with_polygons_name = x;
         self
     }
 
-    pub fn with_masks_text_bg(mut self, x: bool) -> Self {
-        self.with_masks_text_bg = x;
+    pub fn with_polygons_text_bg(mut self, x: bool) -> Self {
+        self.with_polygons_text_bg = x;
+        self
+    }
+
+    pub fn with_colormap(mut self, x: &str) -> Self {
+        let x = match x {
+            "turbo" | "Turbo" | "TURBO" => colormap256::TURBO,
+            "inferno" | "Inferno" | "INFERNO" => colormap256::INFERNO,
+            "plasma" | "Plasma" | "PLASMA" => colormap256::PLASMA,
+            "viridis" | "Viridis" | "VIRIDIS" => colormap256::VIRIDIS,
+            "magma" | "Magma" | "MAGMA" => colormap256::MAGMA,
+            "bentcoolwarm" | "BentCoolWarm" | "BENTCOOLWARM" => colormap256::BENTCOOLWARM,
+            "blackbody" | "BlackBody" | "BLACKBODY" => colormap256::BLACKBODY,
+            "extendedkindLmann" | "ExtendedKindLmann" | "EXTENDEDKINDLMANN" => {
+                colormap256::EXTENDEDKINDLMANN
+            }
+            "kindlmann" | "KindLmann" | "KINDLMANN" => colormap256::KINDLMANN,
+            "smoothcoolwarm" | "SmoothCoolWarm" | "SMOOTHCOOLWARM" => colormap256::SMOOTHCOOLWARM,
+            _ => todo!(),
+        };
+        self.colormap = Some(x);
         self
     }
 
-    pub fn with_masks_text_color(mut self, rgba: [u8; 4]) -> Self {
-        self.masks_text_color = Rgba(rgba);
+    pub fn with_polygons_text_color(mut self, rgba: [u8; 4]) -> Self {
+        self.polygons_text_color = Rgba(rgba);
         self
     }
 
-    pub fn with_masks_alpha(mut self, x: u8) -> Self {
-        self.masks_alpha = x;
+    pub fn with_polygons_alpha(mut self, x: u8) -> Self {
+        self.polygons_alpha = x;
         self
     }
 
-    pub fn with_masks_text_bg_alpha(mut self, x: u8) -> Self {
-        self.masks_text_color.0[3] = x;
+    pub fn with_polygons_text_bg_alpha(mut self, x: u8) -> Self {
+        self.polygons_text_color.0[3] = x;
         self
     }
 
-    pub fn with_polygon_color(mut self, rgba: [u8; 4]) -> Self {
-        self.polygon_color = Rgba(rgba);
+    pub fn with_contours_color(mut self, rgba: [u8; 4]) -> Self {
+        self.contours_color = Rgba(rgba);
         self
     }
 
@@ -251,6 +285,7 @@ impl Annotator {
         self
     }
 
+    /// Save annotated images to `runs` folder
     pub fn save(&self, image: &RgbaImage, saveout: &str) {
         let mut saveout = std::path::PathBuf::from("runs").join(saveout);
         if !saveout.exists() {
@@ -264,60 +299,62 @@ impl Annotator {
         }
     }
 
+    /// Annotate images
     pub fn annotate(&self, imgs: &[DynamicImage], ys: &[Y]) {
         for (img, y) in imgs.iter().zip(ys.iter()) {
-            let mut img_rgb = img.to_rgba8();
+            let mut img_rgba = img.to_rgba8();
 
-            // pixels
-            if !self.without_masks {
-                if let Some(xs) = &y.pixels() {
-                    self.plot_pixels(&mut img_rgb, xs)
-                }
-            }
-
-            // masks
-            if !self.without_masks {
-                if let Some(xs) = &y.masks() {
-                    self.plot_masks_and_polygons(&mut img_rgb, xs)
+            // polygons
+            if !self.without_polygons {
+                if let Some(xs) = &y.polygons() {
+                    self.plot_polygons(&mut img_rgba, xs)
                 }
             }
 
             // bboxes
             if !self.without_bboxes {
                 if let Some(xs) = &y.bboxes() {
-                    self.plot_bboxes(&mut img_rgb, xs)
+                    self.plot_bboxes(&mut img_rgba, xs)
                 }
             }
 
             // mbrs
             if !self.without_mbrs {
                 if let Some(xs) = &y.mbrs() {
-                    self.plot_mbrs(&mut img_rgb, xs)
+                    self.plot_mbrs(&mut img_rgba, xs)
                 }
             }
 
             // keypoints
             if !self.without_keypoints {
                 if let Some(xs) = &y.keypoints() {
-                    self.plot_keypoints(&mut img_rgb, xs)
+                    self.plot_keypoints(&mut img_rgba, xs)
                 }
             }
 
             // probs
             if let Some(xs) = &y.probs() {
-                self.plot_probs(&mut img_rgb, xs)
+                self.plot_probs(&mut img_rgba, xs)
+            }
+
+            // masks
+            if !self.without_masks {
+                if let Some(xs) = &y.masks() {
+                    self.plot_masks(&mut img_rgba, xs)
+                }
             }
 
             // save
             if let Some(saveout) = &self.saveout {
-                self.save(&img_rgb, saveout);
+                self.save(&img_rgba, saveout);
             }
         }
     }
 
+    /// Plot bounding bboxes and labels
     pub fn plot_bboxes(&self, img: &mut RgbaImage, bboxes: &[Bbox]) {
         for bbox in bboxes.iter() {
-            // bboxes
+            // bbox
             imageproc::drawing::draw_hollow_rect_mut(
                 img,
                 imageproc::rect::Rect::at(bbox.xmin().round() as i32, bbox.ymin().round() as i32)
@@ -325,33 +362,26 @@ impl Annotator {
                 image::Rgba(self.get_color(bbox.id() as usize).into()),
             );
 
-            // texts
-            let mut legend = String::new();
-            if !self.without_bboxes_name {
-                legend.push_str(&bbox.name().unwrap_or(&bbox.id().to_string()).to_string());
-            }
-            if !self.without_bboxes_conf {
-                if !self.without_bboxes_name {
-                    legend.push_str(&format!(": {:.4}", bbox.confidence()));
-                } else {
-                    legend.push_str(&format!("{:.4}", bbox.confidence()));
-                }
+            // label
+            if !self.without_bboxes_name || !self.without_bboxes_conf {
+                let label = bbox.label(!self.without_bboxes_name, !self.without_bboxes_conf);
+                self.put_text(
+                    img,
+                    &label,
+                    bbox.xmin(),
+                    bbox.ymin(),
+                    image::Rgba(self.get_color(bbox.id() as usize).into()),
+                    self.bboxes_text_color,
+                    self.without_bboxes_text_bg,
+                );
             }
-            self.put_text(
-                img,
-                legend.as_str(),
-                bbox.xmin(),
-                bbox.ymin(),
-                image::Rgba(self.get_color(bbox.id() as usize).into()),
-                self.bboxes_text_color,
-                self.without_bboxes_text_bg,
-            );
         }
     }
 
+    /// Plot minimum bounding rectangle and labels
     pub fn plot_mbrs(&self, img: &mut RgbaImage, mbrs: &[Mbr]) {
         for mbr in mbrs.iter() {
-            // mbrs
+            // mbr
             for i in 0..mbr.vertices().len() {
                 let p1 = mbr.vertices()[i];
                 let p2 = mbr.vertices()[(i + 1) % mbr.vertices().len()];
@@ -363,177 +393,80 @@ impl Annotator {
                 );
             }
 
-            // text
-            let mut legend = String::new();
-            if !self.without_mbrs_name {
-                legend.push_str(&mbr.name().unwrap_or(&mbr.id().to_string()).to_string());
-            }
-            if !self.without_mbrs_conf {
-                if !self.without_mbrs_name {
-                    legend.push_str(&format!(": {:.4}", mbr.confidence()));
-                } else {
-                    legend.push_str(&format!("{:.4}", mbr.confidence()));
-                }
-            }
-            self.put_text(
-                img,
-                legend.as_str(),
-                mbr.top().x as f32,
-                mbr.top().y as f32,
-                image::Rgba(self.get_color(mbr.id() as usize).into()),
-                self.mbrs_text_color,
-                self.without_mbrs_text_bg,
-            );
-        }
-    }
-
-    pub fn plot_pixels(&self, img: &mut RgbaImage, pixels: &[u8]) {
-        let (w, h) = img.dimensions();
-        let luma: ImageBuffer<image::Luma<_>, Vec<u8>> =
-            ImageBuffer::from_raw(w, h, pixels.to_vec())
-                .expect("Faild to create luma from ndarray");
-        let luma = map_colors(&luma, |p| {
-            let x = p[0];
-            image::Rgb(TURBO[x as usize])
-        });
-        let luma = image::DynamicImage::from(luma);
-        let luma = luma.resize_exact(w / 2, h / 2, image::imageops::FilterType::CatmullRom);
-        let im_ori = img.clone();
-        let im_ori = image::DynamicImage::from(im_ori);
-        let im_ori = im_ori.resize_exact(w / 2, h / 2, image::imageops::FilterType::CatmullRom);
-
-        // overwrite
-        for x in 0..w {
-            for y in 0..h {
-                img.put_pixel(x, y, Rgba([255, 255, 255, 255]));
+            // label
+            if !self.without_mbrs_name || !self.without_mbrs_conf {
+                let label = mbr.label(!self.without_mbrs_name, !self.without_mbrs_conf);
+                self.put_text(
+                    img,
+                    &label,
+                    mbr.top().x as f32,
+                    mbr.top().y as f32,
+                    image::Rgba(self.get_color(mbr.id() as usize).into()),
+                    self.mbrs_text_color,
+                    self.without_mbrs_text_bg,
+                );
             }
         }
-
-        // paste
-        let pos_x = 0;
-        let pos_y = (2 * (h - im_ori.height()) / 3) as i64;
-        image::imageops::overlay(img, &im_ori, pos_x, pos_y);
-        image::imageops::overlay(img, &luma, im_ori.width().into(), pos_y);
-
-        // text
-        let legend = "Raw";
-        let scale = PxScale::from(self.scale_dy * 2.5);
-        let (text_w, text_h) = imageproc::drawing::text_size(scale, &self.font, legend);
-        imageproc::drawing::draw_text_mut(
-            img,
-            Rgba([0, 0, 0, 255]),
-            ((im_ori.width() - text_w) / 2) as i32,
-            ((pos_y as u32 - text_h) / 2) as i32,
-            scale,
-            &self.font,
-            legend,
-        );
-        let legend = "Depth";
-        let (text_w, text_h) = imageproc::drawing::text_size(scale, &self.font, legend);
-        imageproc::drawing::draw_text_mut(
-            img,
-            Rgba([0, 0, 0, 255]),
-            (im_ori.width() + (im_ori.width() - text_w) / 2) as i32,
-            ((pos_y as u32 - text_h) / 2) as i32,
-            scale,
-            &self.font,
-            legend,
-        );
     }
 
-    pub fn plot_masks_and_polygons(&self, img: &mut RgbaImage, masks: &[Mask]) {
+    /// Plot polygons(hollow & filled) and labels
+    pub fn plot_polygons(&self, img: &mut RgbaImage, polygons: &[Polygon]) {
         let mut convas = img.clone();
-        for mask in masks.iter() {
-            // masks
-            let polygon_i32 = mask
+        for polygon in polygons.iter() {
+            // filled
+            let polygon_i32 = polygon
                 .polygon()
                 .exterior()
                 .points()
-                .take(if mask.is_closed() {
-                    mask.count() - 1
+                .take(if polygon.is_closed() {
+                    polygon.count() - 1
                 } else {
-                    mask.count()
+                    polygon.count()
                 })
                 .map(|p| imageproc::point::Point::new(p.x() as i32, p.y() as i32))
                 .collect::<Vec<_>>();
-            let mut mask_color = self.get_color(mask.id() as usize);
-            mask_color.3 = self.masks_alpha;
-            imageproc::drawing::draw_polygon_mut(
-                &mut convas,
-                &polygon_i32,
-                Rgba(mask_color.into()),
-            );
+            let mut color_ = self.get_color(polygon.id() as usize);
+            color_.3 = self.polygons_alpha;
+            imageproc::drawing::draw_polygon_mut(&mut convas, &polygon_i32, Rgba(color_.into()));
 
-            // contours(polygons)
-            if !self.without_polygons {
-                let polygon_f32 = mask
+            // contour
+            if !self.without_contours {
+                let polygon_f32 = polygon
                     .polygon()
                     .exterior()
                     .points()
-                    .take(if mask.is_closed() {
-                        mask.count() - 1
+                    .take(if polygon.is_closed() {
+                        polygon.count() - 1
                     } else {
-                        mask.count()
+                        polygon.count()
                     })
                     .map(|p| imageproc::point::Point::new(p.x() as f32, p.y() as f32))
                     .collect::<Vec<_>>();
-                imageproc::drawing::draw_hollow_polygon_mut(img, &polygon_f32, self.polygon_color);
+                imageproc::drawing::draw_hollow_polygon_mut(img, &polygon_f32, self.contours_color);
             }
         }
         image::imageops::overlay(img, &convas, 0, 0);
 
-        // text on top
-        for mask in masks.iter() {
-            if let Some((x, y)) = mask.centroid() {
-                let mut legend = String::new();
-                if self.with_masks_name {
-                    legend.push_str(&mask.name().unwrap_or(&mask.id().to_string()).to_string());
-                }
-                if self.with_masks_conf {
-                    if self.with_masks_name {
-                        legend.push_str(&format!(": {:.4}", mask.confidence()));
-                    } else {
-                        legend.push_str(&format!("{:.4}", mask.confidence()));
-                    }
+        // labels on top
+        if self.with_polygons_name || self.with_polygons_conf {
+            for polygon in polygons.iter() {
+                if let Some((x, y)) = polygon.centroid() {
+                    let label = polygon.label(self.with_polygons_name, self.with_polygons_conf);
+                    self.put_text(
+                        img,
+                        &label,
+                        x,
+                        y,
+                        image::Rgba(self.get_color(polygon.id() as usize).into()),
+                        self.polygons_text_color,
+                        !self.with_polygons_text_bg,
+                    );
                 }
-                self.put_text(
-                    img,
-                    legend.as_str(),
-                    x,
-                    y,
-                    image::Rgba(self.get_color(mask.id() as usize).into()),
-                    self.masks_text_color,
-                    !self.with_masks_text_bg,
-                );
             }
         }
     }
 
-    pub fn plot_probs(&self, img: &mut RgbaImage, probs: &Prob) {
-        let (x, mut y) = (img.width() as i32 / 20, img.height() as i32 / 20);
-        for k in probs.topk(self.probs_topk).iter() {
-            let legend = format!("{}: {:.4}", k.2.as_ref().unwrap_or(&k.0.to_string()), k.1);
-            let scale = PxScale::from(self.scale_dy);
-            let (text_w, text_h) = imageproc::drawing::text_size(scale, &self.font, &legend);
-            let text_h = text_h + text_h / 3;
-            y += text_h as i32;
-            imageproc::drawing::draw_filled_rect_mut(
-                img,
-                imageproc::rect::Rect::at(x, y).of_size(text_w, text_h),
-                image::Rgba(self.get_color(k.0).into()),
-            );
-            imageproc::drawing::draw_text_mut(
-                img,
-                image::Rgba([0, 0, 0, 255]),
-                x,
-                y - (self.scale_dy / self._scale).floor() as i32 + 2,
-                scale,
-                &self.font,
-                &legend,
-            );
-        }
-    }
-
+    /// Plot keypoints and texts
     pub fn plot_keypoints(&self, img: &mut RgbaImage, keypoints: &[Vec<Keypoint>]) {
         for kpts in keypoints.iter() {
             for (i, kpt) in kpts.iter().enumerate() {
@@ -541,7 +474,7 @@ impl Annotator {
                     continue;
                 }
 
-                // keypoints
+                // keypoint
                 let color = match &self.keypoints_palette {
                     None => self.get_color(i + 10),
                     Some(keypoints_palette) => keypoints_palette[i],
@@ -553,30 +486,22 @@ impl Annotator {
                     image::Rgba(color.into()),
                 );
 
-                // text
-                let mut legend = String::new();
-                if self.with_keypoints_name {
-                    legend.push_str(&kpt.name().unwrap_or(&kpt.id().to_string()).to_string());
-                }
-                if self.with_keypoints_conf {
-                    if self.with_keypoints_name {
-                        legend.push_str(&format!(": {:.4}", kpt.confidence()));
-                    } else {
-                        legend.push_str(&format!("{:.4}", kpt.confidence()));
-                    }
+                // label
+                if self.with_keypoints_name || self.with_keypoints_conf {
+                    let label = kpt.label(self.with_keypoints_name, self.with_keypoints_conf);
+                    self.put_text(
+                        img,
+                        &label,
+                        kpt.x(),
+                        kpt.y(),
+                        image::Rgba(self.get_color(kpt.id() as usize).into()),
+                        self.keypoints_text_color,
+                        self.without_keypoints_text_bg,
+                    );
                 }
-                self.put_text(
-                    img,
-                    legend.as_str(),
-                    kpt.x(),
-                    kpt.y(),
-                    image::Rgba(self.get_color(kpt.id() as usize).into()),
-                    self.keypoints_text_color,
-                    self.without_keypoints_text_bg,
-                );
             }
 
-            // draw skeleton
+            // skeletons
             if let Some(skeletons) = &self.skeletons {
                 for &(i, ii) in skeletons.iter() {
                     let kpt1 = &kpts[i];
@@ -595,6 +520,103 @@ impl Annotator {
         }
     }
 
+    /// Plot masks
+    pub fn plot_masks(&self, img: &mut RgbaImage, masks: &[Mask]) {
+        let (w, h) = img.dimensions();
+        // let hstack = w < h;
+        let hstack = true;
+        let scale = 2;
+        let size = (masks.len() + 1) as u32;
+
+        // convas
+        let convas = img.clone();
+        let mut convas = image::DynamicImage::from(convas);
+        if hstack {
+            convas = convas.resize_exact(
+                w,
+                h / scale * (size / scale),
+                image::imageops::FilterType::CatmullRom,
+            );
+        } else {
+            convas = convas.resize_exact(
+                w / scale,
+                h * size / scale,
+                image::imageops::FilterType::CatmullRom,
+            );
+        }
+        for x in 0..convas.width() {
+            for y in 0..convas.height() {
+                convas.put_pixel(x, y, Rgba([255, 255, 255, 255]));
+            }
+        }
+
+        // place original
+        let im_ori = img.clone();
+        let im_ori = image::DynamicImage::from(im_ori);
+        let im_ori = im_ori.resize_exact(
+            w / scale,
+            h / scale,
+            image::imageops::FilterType::CatmullRom,
+        );
+        image::imageops::overlay(&mut convas, &im_ori, 0, 0);
+
+        // place masks
+        for (i, mask) in masks.iter().enumerate() {
+            let i = i + 1;
+            let luma = if let Some(colormap) = self.colormap {
+                let luma = map_colors(mask.mask(), |p| {
+                    let x = p[0];
+                    image::Rgb(colormap[x as usize])
+                });
+                image::DynamicImage::from(luma)
+            } else {
+                mask.mask().to_owned()
+            };
+            let luma = luma.resize_exact(
+                w / scale,
+                h / scale,
+                image::imageops::FilterType::CatmullRom,
+            );
+            if hstack {
+                let pos_x = (i as u32 % scale) * luma.width();
+                let pos_y = (i as u32 / scale) * luma.height();
+                image::imageops::overlay(&mut convas, &luma, pos_x as i64, pos_y as i64);
+            } else {
+                let pos_x = 0;
+                let pos_y = i as u32 * luma.height();
+                image::imageops::overlay(&mut convas, &luma, pos_x as i64, pos_y as i64);
+            }
+        }
+        *img = convas.into_rgba8();
+    }
+
+    /// Plot probs
+    pub fn plot_probs(&self, img: &mut RgbaImage, probs: &Prob) {
+        let (x, mut y) = (img.width() as i32 / 20, img.height() as i32 / 20);
+        for k in probs.topk(self.probs_topk).iter() {
+            let legend = format!("{}: {:.4}", k.2.as_ref().unwrap_or(&k.0.to_string()), k.1);
+            let scale = PxScale::from(self.scale_dy);
+            let (text_w, text_h) = imageproc::drawing::text_size(scale, &self.font, &legend);
+            let text_h = text_h + text_h / 3;
+            y += text_h as i32;
+            imageproc::drawing::draw_filled_rect_mut(
+                img,
+                imageproc::rect::Rect::at(x, y).of_size(text_w, text_h),
+                image::Rgba(self.get_color(k.0).into()),
+            );
+            imageproc::drawing::draw_text_mut(
+                img,
+                image::Rgba([0, 0, 0, 255]),
+                x,
+                y - (self.scale_dy / self._scale).floor() as i32 + 2,
+                scale,
+                &self.font,
+                &legend,
+            );
+        }
+    }
+
+    /// Helper for putting texts
     #[allow(clippy::too_many_arguments)]
     fn put_text(
         &self,
@@ -642,19 +664,22 @@ impl Annotator {
         }
     }
 
+    /// Load custom font
     fn load_font(path: Option<&str>) -> Result<FontVec> {
         let path_font = match path {
-            None => auto_load("Arial.ttf")?,
+            None => auto_load("Arial.ttf", Some("fonts"))?,
             Some(p) => p.into(),
         };
         let buffer = std::fs::read(path_font)?;
         Ok(FontVec::try_from_vec(buffer.to_owned()).unwrap())
     }
 
+    /// Pick color from pallette
     pub fn get_color(&self, n: usize) -> (u8, u8, u8, u8) {
         Self::color_palette()[n % Self::color_palette().len()]
     }
 
+    /// Color pallette
     fn color_palette() -> [(u8, u8, u8, u8); 20] {
         [
             (0, 255, 127, 255),   // spring green
diff --git a/src/core/engine.rs b/src/core/engine.rs
index 58412d2..eba7bd6 100644
--- a/src/core/engine.rs
+++ b/src/core/engine.rs
@@ -6,7 +6,7 @@ use ort::{
     TensorRTExecutionProvider, ValueType,
 };
 
-use crate::{config_dir, Device, MinOptMax, Options, CHECK_MARK, CROSS_MARK, SAFE_CROSS_MARK};
+use crate::{home_dir, Device, MinOptMax, Options, CHECK_MARK, CROSS_MARK, SAFE_CROSS_MARK};
 
 /// ONNXRuntime Backend
 #[derive(Debug)]
@@ -211,7 +211,7 @@ impl OrtEngine {
             .with_engine_cache(engine_cache_enable)
             .with_engine_cache_path(format!(
                 "{}/{}",
-                config_dir().to_str().unwrap(),
+                home_dir(None).to_str().unwrap(),
                 "trt-cache"
             ))
             .with_timing_cache(false)
diff --git a/src/core/options.rs b/src/core/options.rs
index 12d1d66..f6d6168 100644
--- a/src/core/options.rs
+++ b/src/core/options.rs
@@ -1,3 +1,5 @@
+use anyhow::Result;
+
 use crate::{auto_load, models::YOLOTask, Device, MinOptMax};
 
 /// Options for building models
@@ -117,9 +119,9 @@ impl Default for Options {
 }
 
 impl Options {
-    pub fn with_model(mut self, onnx_path: &str) -> Self {
-        self.onnx_path = auto_load(onnx_path).unwrap();
-        self
+    pub fn with_model(mut self, onnx_path: &str) -> Result<Self> {
+        self.onnx_path = auto_load(onnx_path, Some("models"))?;
+        Ok(self)
     }
 
     pub fn with_dry_run(mut self, n: usize) -> Self {
@@ -187,14 +189,14 @@ impl Options {
         self
     }
 
-    pub fn with_vocab(mut self, vocab: &str) -> Self {
-        self.vocab = Some(auto_load(vocab).unwrap());
-        self
+    pub fn with_vocab(mut self, vocab: &str) -> Result<Self> {
+        self.vocab = Some(auto_load(vocab, Some("models"))?);
+        Ok(self)
     }
 
-    pub fn with_tokenizer(mut self, tokenizer: &str) -> Self {
-        self.tokenizer = Some(auto_load(tokenizer).unwrap());
-        self
+    pub fn with_tokenizer(mut self, tokenizer: &str) -> Result<Self> {
+        self.tokenizer = Some(auto_load(tokenizer, Some("models"))?);
+        Ok(self)
     }
 
     pub fn with_unclip_ratio(mut self, x: f32) -> Self {
diff --git a/src/models/db.rs b/src/models/db.rs
index 84ecfd9..76dd04a 100644
--- a/src/models/db.rs
+++ b/src/models/db.rs
@@ -1,4 +1,4 @@
-use crate::{ops, DynConf, Mask, Mbr, MinOptMax, Options, OrtEngine, Y};
+use crate::{ops, DynConf, Mbr, MinOptMax, Options, OrtEngine, Polygon, Y};
 use anyhow::Result;
 use image::DynamicImage;
 use ndarray::{Array, Axis, IxDyn};
@@ -56,7 +56,7 @@ impl DB {
         let mut ys = Vec::new();
         for (idx, luma) in xs[0].axis_iter(Axis(0)).enumerate() {
             let mut y_bbox = Vec::new();
-            let mut y_masks: Vec<Mask> = Vec::new();
+            let mut y_polygons: Vec<Polygon> = Vec::new();
             let mut y_mbrs: Vec<Mbr> = Vec::new();
 
             // reshape
@@ -99,7 +99,7 @@ impl DB {
                 {
                     continue;
                 }
-                let mask = Mask::default().with_points_imageproc(&contour.points);
+                let mask = Polygon::default().with_points_imageproc(&contour.points);
                 let delta = mask.area() * ratio.round() as f64 * self.unclip_ratio as f64
                     / mask.perimeter();
                 let mask = mask
@@ -120,7 +120,7 @@ impl DB {
                     if let Some(mbr) = mask.mbr() {
                         y_mbrs.push(mbr.with_confidence(confidence).with_id(0));
                     }
-                    y_masks.push(mask.with_id(0));
+                    y_polygons.push(mask.with_id(0));
                 } else {
                     continue;
                 }
@@ -128,7 +128,7 @@ impl DB {
             ys.push(
                 Y::default()
                     .with_bboxes(&y_bbox)
-                    .with_masks(&y_masks)
+                    .with_polygons(&y_polygons)
                     .with_mbrs(&y_mbrs),
             );
         }
diff --git a/src/models/depth_anything.rs b/src/models/depth_anything.rs
index ee3aa8f..f8dc406 100644
--- a/src/models/depth_anything.rs
+++ b/src/models/depth_anything.rs
@@ -1,4 +1,4 @@
-use crate::{ops, MinOptMax, Options, OrtEngine, Y};
+use crate::{ops, Mask, MinOptMax, Options, OrtEngine, Y};
 use anyhow::Result;
 use image::{DynamicImage, ImageBuffer};
 use ndarray::{Array, Axis, IxDyn};
@@ -59,7 +59,7 @@ impl DepthAnything {
                 xs0[idx].height(),
                 image::imageops::FilterType::CatmullRom,
             );
-            ys.push(Y::default().with_pixels(&luma.into_luma8().into_raw()));
+            ys.push(Y::default().with_masks(&[Mask::default().with_mask(luma)]));
         }
         Ok(ys)
     }
diff --git a/src/models/mod.rs b/src/models/mod.rs
index 98e1e31..5b521f6 100644
--- a/src/models/mod.rs
+++ b/src/models/mod.rs
@@ -3,6 +3,7 @@ mod clip;
 mod db;
 mod depth_anything;
 mod dinov2;
+mod modnet;
 mod rtdetr;
 mod rtmo;
 mod svtr;
@@ -14,6 +15,7 @@ pub use clip::Clip;
 pub use db::DB;
 pub use depth_anything::DepthAnything;
 pub use dinov2::Dinov2;
+pub use modnet::MODNet;
 pub use rtdetr::RTDETR;
 pub use rtmo::RTMO;
 pub use svtr::SVTR;
diff --git a/src/models/modnet.rs b/src/models/modnet.rs
new file mode 100644
index 0000000..5624b7b
--- /dev/null
+++ b/src/models/modnet.rs
@@ -0,0 +1,76 @@
+use anyhow::Result;
+use image::DynamicImage;
+use ndarray::{Array, Axis, IxDyn};
+
+use crate::{ops, Mask, MinOptMax, Options, OrtEngine, Y};
+
+#[derive(Debug)]
+pub struct MODNet {
+    engine: OrtEngine,
+    height: MinOptMax,
+    width: MinOptMax,
+    batch: MinOptMax,
+}
+
+impl MODNet {
+    pub fn new(options: &Options) -> Result<Self> {
+        let engine = OrtEngine::new(options)?;
+        let (batch, height, width) = (
+            engine.batch().to_owned(),
+            engine.height().to_owned(),
+            engine.width().to_owned(),
+        );
+        engine.dry_run()?;
+
+        Ok(Self {
+            engine,
+            height,
+            width,
+            batch,
+        })
+    }
+
+    pub fn run(&self, xs: &[DynamicImage]) -> Result<Vec<Y>> {
+        let xs_ = ops::resize(xs, self.height.opt as u32, self.width.opt as u32)?;
+        let xs_ = ops::normalize(xs_, 127.5, 255.0);
+        let ys = self.engine.run(&[xs_])?;
+        self.postprocess(ys, xs)
+    }
+
+    pub fn postprocess(&self, xs: Vec<Array<f32, IxDyn>>, xs0: &[DynamicImage]) -> Result<Vec<Y>> {
+        let mut ys: Vec<Y> = Vec::new();
+        for (idx, luma) in xs[0].axis_iter(Axis(0)).enumerate() {
+            let luma = luma
+                .into_shape((self.height() as usize, self.width() as usize, 1))?
+                .into_owned();
+            let v = luma
+                .into_raw_vec()
+                .iter()
+                .map(|x| (x * 255.0) as u8)
+                .collect::<Vec<_>>();
+            let luma: image::ImageBuffer<image::Luma<_>, Vec<u8>> =
+                image::ImageBuffer::from_raw(self.width() as u32, self.height() as u32, v)
+                    .expect("Faild to create image from ndarray");
+            let luma = image::DynamicImage::from(luma);
+            let luma = luma.resize_exact(
+                xs0[idx].width(),
+                xs0[idx].height(),
+                image::imageops::FilterType::CatmullRom,
+            );
+            ys.push(Y::default().with_masks(&[Mask::default().with_mask(luma)]));
+        }
+        Ok(ys)
+    }
+
+    pub fn batch(&self) -> isize {
+        self.batch.opt
+    }
+
+    pub fn width(&self) -> isize {
+        self.width.opt
+    }
+
+    pub fn height(&self) -> isize {
+        self.height.opt
+    }
+}
diff --git a/src/models/yolo.rs b/src/models/yolo.rs
index eb9102c..5cfedfe 100644
--- a/src/models/yolo.rs
+++ b/src/models/yolo.rs
@@ -4,7 +4,7 @@ use image::DynamicImage;
 use ndarray::{s, Array, Axis, IxDyn};
 use regex::Regex;
 
-use crate::{ops, Bbox, DynConf, Keypoint, Mask, Mbr, MinOptMax, Options, OrtEngine, Prob, Y};
+use crate::{ops, Bbox, DynConf, Keypoint, Mbr, MinOptMax, Options, OrtEngine, Polygon, Prob, Y};
 
 const CXYWH_OFFSET: usize = 4;
 const KPT_STEP: usize = 3;
@@ -313,7 +313,7 @@ impl YOLO {
                     // masks
                     if let YOLOTask::Segment = self.task {
                         if let Some(bboxes) = y.bboxes() {
-                            let mut y_masks: Vec<Mask> = Vec::new();
+                            let mut y_polygons: Vec<Polygon> = Vec::new();
                             for bbox in bboxes.iter() {
                                 let coefs = if self.anchors_first {
                                     preds
@@ -367,7 +367,7 @@ impl YOLO {
                                 }
 
                                 // get masks from image
-                                let mut masks: Vec<Mask> = Vec::new();
+                                let mut masks: Vec<Polygon> = Vec::new();
                                 let contours: Vec<imageproc::contours::Contour<i32>> =
                                     imageproc::contours::find_contours_with_threshold(
                                         &mask_original,
@@ -376,16 +376,16 @@ impl YOLO {
                                 contours.iter().for_each(|contour| {
                                     if contour.points.len() > 2 {
                                         masks.push(
-                                            Mask::default()
+                                            Polygon::default()
                                                 .with_id(bbox.id())
                                                 .with_points_imageproc(&contour.points)
                                                 .with_name(bbox.name().cloned()),
                                         );
                                     }
                                 });
-                                y_masks.extend(masks);
+                                y_polygons.extend(masks);
                             }
-                            y = y.with_masks(&y_masks);
+                            y = y.with_polygons(&y_polygons);
                         }
                     }
                     ys.push(y);
diff --git a/src/models/yolop.rs b/src/models/yolop.rs
index a08973c..81caa96 100644
--- a/src/models/yolop.rs
+++ b/src/models/yolop.rs
@@ -2,7 +2,7 @@ use anyhow::Result;
 use image::DynamicImage;
 use ndarray::{s, Array, Axis, IxDyn};
 
-use crate::{ops, Bbox, DynConf, Mask, MinOptMax, Options, OrtEngine, Y};
+use crate::{ops, Bbox, DynConf, MinOptMax, Options, OrtEngine, Polygon, Y};
 
 #[derive(Debug)]
 pub struct YOLOPv2 {
@@ -114,15 +114,15 @@ impl YOLOPv2 {
                 image_height,
             );
             let mask_da = mask_da.into_luma8();
-            let mut y_masks: Vec<Mask> = Vec::new();
+            let mut y_polygons: Vec<Polygon> = Vec::new();
             let contours: Vec<imageproc::contours::Contour<i32>> =
                 imageproc::contours::find_contours_with_threshold(&mask_da, 1);
             contours.iter().for_each(|contour| {
                 if contour.border_type == imageproc::contours::BorderType::Outer
                     && contour.points.len() > 2
                 {
-                    y_masks.push(
-                        Mask::default()
+                    y_polygons.push(
+                        Polygon::default()
                             .with_id(0)
                             .with_points_imageproc(&contour.points)
                             .with_name(Some("Drivable area".to_string())),
@@ -151,26 +151,26 @@ impl YOLOPv2 {
             let mask_ll = mask_ll.into_luma8();
             let contours: Vec<imageproc::contours::Contour<i32>> =
                 imageproc::contours::find_contours_with_threshold(&mask_ll, 1);
-            let mut masks: Vec<Mask> = Vec::new();
+            let mut masks: Vec<Polygon> = Vec::new();
             contours.iter().for_each(|contour| {
                 if contour.border_type == imageproc::contours::BorderType::Outer
                     && contour.points.len() > 2
                 {
                     masks.push(
-                        Mask::default()
+                        Polygon::default()
                             .with_id(1)
                             .with_points_imageproc(&contour.points)
                             .with_name(Some("Lane line".to_string())),
                     );
                 }
             });
-            y_masks.extend(masks);
+            y_polygons.extend(masks);
 
             // save
             ys.push(
                 Y::default()
                     .with_bboxes(&y_bboxes)
-                    .with_masks(&y_masks)
+                    .with_polygons(&y_polygons)
                     .apply_bboxes_nms(self.iou),
             );
         }
diff --git a/src/utils/colormap256.rs b/src/utils/colormap256.rs
new file mode 100644
index 0000000..96b8298
--- /dev/null
+++ b/src/utils/colormap256.rs
@@ -0,0 +1,2589 @@
+pub const TURBO: [[u8; 3]; 256] = [
+    [48, 18, 59],
+    [50, 21, 67],
+    [51, 24, 74],
+    [52, 27, 81],
+    [53, 30, 88],
+    [54, 33, 95],
+    [55, 36, 102],
+    [56, 39, 109],
+    [57, 42, 115],
+    [58, 45, 121],
+    [59, 47, 128],
+    [60, 50, 134],
+    [61, 53, 139],
+    [62, 56, 145],
+    [63, 59, 151],
+    [63, 62, 156],
+    [64, 64, 162],
+    [65, 67, 167],
+    [65, 70, 172],
+    [66, 73, 177],
+    [66, 75, 181],
+    [67, 78, 186],
+    [68, 81, 191],
+    [68, 84, 195],
+    [68, 86, 199],
+    [69, 89, 203],
+    [69, 92, 207],
+    [69, 94, 211],
+    [70, 97, 214],
+    [70, 100, 218],
+    [70, 102, 221],
+    [70, 105, 224],
+    [70, 107, 227],
+    [71, 110, 230],
+    [71, 113, 233],
+    [71, 115, 235],
+    [71, 118, 238],
+    [71, 120, 240],
+    [71, 123, 242],
+    [70, 125, 244],
+    [70, 128, 246],
+    [70, 130, 248],
+    [70, 133, 250],
+    [70, 135, 251],
+    [69, 138, 252],
+    [69, 140, 253],
+    [68, 143, 254],
+    [67, 145, 254],
+    [66, 148, 255],
+    [65, 150, 255],
+    [64, 153, 255],
+    [62, 155, 254],
+    [61, 158, 254],
+    [59, 160, 253],
+    [58, 163, 252],
+    [56, 165, 251],
+    [55, 168, 250],
+    [53, 171, 248],
+    [51, 173, 247],
+    [49, 175, 245],
+    [47, 178, 244],
+    [46, 180, 242],
+    [44, 183, 240],
+    [42, 185, 238],
+    [40, 188, 235],
+    [39, 190, 233],
+    [37, 192, 231],
+    [35, 195, 228],
+    [34, 197, 226],
+    [32, 199, 223],
+    [31, 201, 221],
+    [30, 203, 218],
+    [28, 205, 216],
+    [27, 208, 213],
+    [26, 210, 210],
+    [26, 212, 208],
+    [25, 213, 205],
+    [24, 215, 202],
+    [24, 217, 200],
+    [24, 219, 197],
+    [24, 221, 194],
+    [24, 222, 192],
+    [24, 224, 189],
+    [25, 226, 187],
+    [25, 227, 185],
+    [26, 228, 182],
+    [28, 230, 180],
+    [29, 231, 178],
+    [31, 233, 175],
+    [32, 234, 172],
+    [34, 235, 170],
+    [37, 236, 167],
+    [39, 238, 164],
+    [42, 239, 161],
+    [44, 240, 158],
+    [47, 241, 155],
+    [50, 242, 152],
+    [53, 243, 148],
+    [56, 244, 145],
+    [60, 245, 142],
+    [63, 246, 138],
+    [67, 247, 135],
+    [70, 248, 132],
+    [74, 248, 128],
+    [78, 249, 125],
+    [82, 250, 122],
+    [85, 250, 118],
+    [89, 251, 115],
+    [93, 252, 111],
+    [97, 252, 108],
+    [101, 253, 105],
+    [105, 253, 102],
+    [109, 254, 98],
+    [113, 254, 95],
+    [117, 254, 92],
+    [121, 254, 89],
+    [125, 255, 86],
+    [128, 255, 83],
+    [132, 255, 81],
+    [136, 255, 78],
+    [139, 255, 75],
+    [143, 255, 73],
+    [146, 255, 71],
+    [150, 254, 68],
+    [153, 254, 66],
+    [156, 254, 64],
+    [159, 253, 63],
+    [161, 253, 61],
+    [164, 252, 60],
+    [167, 252, 58],
+    [169, 251, 57],
+    [172, 251, 56],
+    [175, 250, 55],
+    [177, 249, 54],
+    [180, 248, 54],
+    [183, 247, 53],
+    [185, 246, 53],
+    [188, 245, 52],
+    [190, 244, 52],
+    [193, 243, 52],
+    [195, 241, 52],
+    [198, 240, 52],
+    [200, 239, 52],
+    [203, 237, 52],
+    [205, 236, 52],
+    [208, 234, 52],
+    [210, 233, 53],
+    [212, 231, 53],
+    [215, 229, 53],
+    [217, 228, 54],
+    [219, 226, 54],
+    [221, 224, 55],
+    [223, 223, 55],
+    [225, 221, 55],
+    [227, 219, 56],
+    [229, 217, 56],
+    [231, 215, 57],
+    [233, 213, 57],
+    [235, 211, 57],
+    [236, 209, 58],
+    [238, 207, 58],
+    [239, 205, 58],
+    [241, 203, 58],
+    [242, 201, 58],
+    [244, 199, 58],
+    [245, 197, 58],
+    [246, 195, 58],
+    [247, 193, 58],
+    [248, 190, 57],
+    [249, 188, 57],
+    [250, 186, 57],
+    [251, 184, 56],
+    [251, 182, 55],
+    [252, 179, 54],
+    [252, 177, 54],
+    [253, 174, 53],
+    [253, 172, 52],
+    [254, 169, 51],
+    [254, 167, 50],
+    [254, 164, 49],
+    [254, 161, 48],
+    [254, 158, 47],
+    [254, 155, 45],
+    [254, 153, 44],
+    [254, 150, 43],
+    [254, 147, 42],
+    [254, 144, 41],
+    [253, 141, 39],
+    [253, 138, 38],
+    [252, 135, 37],
+    [252, 132, 35],
+    [251, 129, 34],
+    [251, 126, 33],
+    [250, 123, 31],
+    [249, 120, 30],
+    [249, 117, 29],
+    [248, 114, 28],
+    [247, 111, 26],
+    [246, 108, 25],
+    [245, 105, 24],
+    [244, 102, 23],
+    [243, 99, 21],
+    [242, 96, 20],
+    [241, 93, 19],
+    [240, 91, 18],
+    [239, 88, 17],
+    [237, 85, 16],
+    [236, 83, 15],
+    [235, 80, 14],
+    [234, 78, 13],
+    [232, 75, 12],
+    [231, 73, 12],
+    [229, 71, 11],
+    [228, 69, 10],
+    [226, 67, 10],
+    [225, 65, 9],
+    [223, 63, 8],
+    [221, 61, 8],
+    [220, 59, 7],
+    [218, 57, 7],
+    [216, 55, 6],
+    [214, 53, 6],
+    [212, 51, 5],
+    [210, 49, 5],
+    [208, 47, 5],
+    [206, 45, 4],
+    [204, 43, 4],
+    [202, 42, 4],
+    [200, 40, 3],
+    [197, 38, 3],
+    [195, 37, 3],
+    [193, 35, 2],
+    [190, 33, 2],
+    [188, 32, 2],
+    [185, 30, 2],
+    [183, 29, 2],
+    [180, 27, 1],
+    [178, 26, 1],
+    [175, 24, 1],
+    [172, 23, 1],
+    [169, 22, 1],
+    [167, 20, 1],
+    [164, 19, 1],
+    [161, 18, 1],
+    [158, 16, 1],
+    [155, 15, 1],
+    [152, 14, 1],
+    [149, 13, 1],
+    [146, 11, 1],
+    [142, 10, 1],
+    [139, 9, 2],
+    [136, 8, 2],
+    [133, 7, 2],
+    [129, 6, 2],
+    [126, 5, 2],
+    [122, 4, 3],
+];
+
+pub const INFERNO: [[u8; 3]; 256] = [
+    [0, 0, 4],
+    [1, 0, 5],
+    [1, 1, 6],
+    [1, 1, 8],
+    [2, 1, 10],
+    [2, 2, 12],
+    [2, 2, 14],
+    [3, 2, 16],
+    [4, 3, 18],
+    [4, 3, 20],
+    [5, 4, 23],
+    [6, 4, 25],
+    [7, 5, 27],
+    [8, 5, 29],
+    [9, 6, 31],
+    [10, 7, 34],
+    [11, 7, 36],
+    [12, 8, 38],
+    [13, 8, 41],
+    [14, 9, 43],
+    [16, 9, 45],
+    [17, 10, 48],
+    [18, 10, 50],
+    [20, 11, 52],
+    [21, 11, 55],
+    [22, 11, 57],
+    [24, 12, 60],
+    [25, 12, 62],
+    [27, 12, 65],
+    [28, 12, 67],
+    [30, 12, 69],
+    [31, 12, 72],
+    [33, 12, 74],
+    [35, 12, 76],
+    [36, 12, 79],
+    [38, 12, 81],
+    [40, 11, 83],
+    [41, 11, 85],
+    [43, 11, 87],
+    [45, 11, 89],
+    [47, 10, 91],
+    [49, 10, 92],
+    [50, 10, 94],
+    [52, 10, 95],
+    [54, 9, 97],
+    [56, 9, 98],
+    [57, 9, 99],
+    [59, 9, 100],
+    [61, 9, 101],
+    [62, 9, 102],
+    [64, 10, 103],
+    [66, 10, 104],
+    [68, 10, 104],
+    [69, 10, 105],
+    [71, 11, 106],
+    [73, 11, 106],
+    [74, 12, 107],
+    [76, 12, 107],
+    [77, 13, 108],
+    [79, 13, 108],
+    [81, 14, 108],
+    [82, 14, 109],
+    [84, 15, 109],
+    [85, 15, 109],
+    [87, 16, 110],
+    [89, 16, 110],
+    [90, 17, 110],
+    [92, 18, 110],
+    [93, 18, 110],
+    [95, 19, 110],
+    [97, 19, 110],
+    [98, 20, 110],
+    [100, 21, 110],
+    [101, 21, 110],
+    [103, 22, 110],
+    [105, 22, 110],
+    [106, 23, 110],
+    [108, 24, 110],
+    [109, 24, 110],
+    [111, 25, 110],
+    [113, 25, 110],
+    [114, 26, 110],
+    [116, 26, 110],
+    [117, 27, 110],
+    [119, 28, 109],
+    [120, 28, 109],
+    [122, 29, 109],
+    [124, 29, 109],
+    [125, 30, 109],
+    [127, 30, 108],
+    [128, 31, 108],
+    [130, 32, 108],
+    [132, 32, 107],
+    [133, 33, 107],
+    [135, 33, 107],
+    [136, 34, 106],
+    [138, 34, 106],
+    [140, 35, 105],
+    [141, 35, 105],
+    [143, 36, 105],
+    [144, 37, 104],
+    [146, 37, 104],
+    [147, 38, 103],
+    [149, 38, 103],
+    [151, 39, 102],
+    [152, 39, 102],
+    [154, 40, 101],
+    [155, 41, 100],
+    [157, 41, 100],
+    [159, 42, 99],
+    [160, 42, 99],
+    [162, 43, 98],
+    [163, 44, 97],
+    [165, 44, 96],
+    [166, 45, 96],
+    [168, 46, 95],
+    [169, 46, 94],
+    [171, 47, 94],
+    [173, 48, 93],
+    [174, 48, 92],
+    [176, 49, 91],
+    [177, 50, 90],
+    [179, 50, 90],
+    [180, 51, 89],
+    [182, 52, 88],
+    [183, 53, 87],
+    [185, 53, 86],
+    [186, 54, 85],
+    [188, 55, 84],
+    [189, 56, 83],
+    [191, 57, 82],
+    [192, 58, 81],
+    [193, 58, 80],
+    [195, 59, 79],
+    [196, 60, 78],
+    [198, 61, 77],
+    [199, 62, 76],
+    [200, 63, 75],
+    [202, 64, 74],
+    [203, 65, 73],
+    [204, 66, 72],
+    [206, 67, 71],
+    [207, 68, 70],
+    [208, 69, 69],
+    [210, 70, 68],
+    [211, 71, 67],
+    [212, 72, 66],
+    [213, 74, 65],
+    [215, 75, 63],
+    [216, 76, 62],
+    [217, 77, 61],
+    [218, 78, 60],
+    [219, 80, 59],
+    [221, 81, 58],
+    [222, 82, 56],
+    [223, 83, 55],
+    [224, 85, 54],
+    [225, 86, 53],
+    [226, 87, 52],
+    [227, 89, 51],
+    [228, 90, 49],
+    [229, 92, 48],
+    [230, 93, 47],
+    [231, 94, 46],
+    [232, 96, 45],
+    [233, 97, 43],
+    [234, 99, 42],
+    [235, 100, 41],
+    [235, 102, 40],
+    [236, 103, 38],
+    [237, 105, 37],
+    [238, 106, 36],
+    [239, 108, 35],
+    [239, 110, 33],
+    [240, 111, 32],
+    [241, 113, 31],
+    [241, 115, 29],
+    [242, 116, 28],
+    [243, 118, 27],
+    [243, 120, 25],
+    [244, 121, 24],
+    [245, 123, 23],
+    [245, 125, 21],
+    [246, 126, 20],
+    [246, 128, 19],
+    [247, 130, 18],
+    [247, 132, 16],
+    [248, 133, 15],
+    [248, 135, 14],
+    [248, 137, 12],
+    [249, 139, 11],
+    [249, 140, 10],
+    [249, 142, 9],
+    [250, 144, 8],
+    [250, 146, 7],
+    [250, 148, 7],
+    [251, 150, 6],
+    [251, 151, 6],
+    [251, 153, 6],
+    [251, 155, 6],
+    [251, 157, 7],
+    [252, 159, 7],
+    [252, 161, 8],
+    [252, 163, 9],
+    [252, 165, 10],
+    [252, 166, 12],
+    [252, 168, 13],
+    [252, 170, 15],
+    [252, 172, 17],
+    [252, 174, 18],
+    [252, 176, 20],
+    [252, 178, 22],
+    [252, 180, 24],
+    [251, 182, 26],
+    [251, 184, 29],
+    [251, 186, 31],
+    [251, 188, 33],
+    [251, 190, 35],
+    [250, 192, 38],
+    [250, 194, 40],
+    [250, 196, 42],
+    [250, 198, 45],
+    [249, 199, 47],
+    [249, 201, 50],
+    [249, 203, 53],
+    [248, 205, 55],
+    [248, 207, 58],
+    [247, 209, 61],
+    [247, 211, 64],
+    [246, 213, 67],
+    [246, 215, 70],
+    [245, 217, 73],
+    [245, 219, 76],
+    [244, 221, 79],
+    [244, 223, 83],
+    [244, 225, 86],
+    [243, 227, 90],
+    [243, 229, 93],
+    [242, 230, 97],
+    [242, 232, 101],
+    [242, 234, 105],
+    [241, 236, 109],
+    [241, 237, 113],
+    [241, 239, 117],
+    [241, 241, 121],
+    [242, 242, 125],
+    [242, 244, 130],
+    [243, 245, 134],
+    [243, 246, 138],
+    [244, 248, 142],
+    [245, 249, 146],
+    [246, 250, 150],
+    [248, 251, 154],
+    [249, 252, 157],
+    [250, 253, 161],
+    [252, 255, 164],
+];
+
+pub const PLASMA: [[u8; 3]; 256] = [
+    [13, 8, 135],
+    [16, 7, 136],
+    [19, 7, 137],
+    [22, 7, 138],
+    [25, 6, 140],
+    [27, 6, 141],
+    [29, 6, 142],
+    [32, 6, 143],
+    [34, 6, 144],
+    [36, 6, 145],
+    [38, 5, 145],
+    [40, 5, 146],
+    [42, 5, 147],
+    [44, 5, 148],
+    [46, 5, 149],
+    [47, 5, 150],
+    [49, 5, 151],
+    [51, 5, 151],
+    [53, 4, 152],
+    [55, 4, 153],
+    [56, 4, 154],
+    [58, 4, 154],
+    [60, 4, 155],
+    [62, 4, 156],
+    [63, 4, 156],
+    [65, 4, 157],
+    [67, 3, 158],
+    [68, 3, 158],
+    [70, 3, 159],
+    [72, 3, 159],
+    [73, 3, 160],
+    [75, 3, 161],
+    [76, 2, 161],
+    [78, 2, 162],
+    [80, 2, 162],
+    [81, 2, 163],
+    [83, 2, 163],
+    [85, 2, 164],
+    [86, 1, 164],
+    [88, 1, 164],
+    [89, 1, 165],
+    [91, 1, 165],
+    [92, 1, 166],
+    [94, 1, 166],
+    [96, 1, 166],
+    [97, 0, 167],
+    [99, 0, 167],
+    [100, 0, 167],
+    [102, 0, 167],
+    [103, 0, 168],
+    [105, 0, 168],
+    [106, 0, 168],
+    [108, 0, 168],
+    [110, 0, 168],
+    [111, 0, 168],
+    [113, 0, 168],
+    [114, 1, 168],
+    [116, 1, 168],
+    [117, 1, 168],
+    [119, 1, 168],
+    [120, 1, 168],
+    [122, 2, 168],
+    [123, 2, 168],
+    [125, 3, 168],
+    [126, 3, 168],
+    [128, 4, 168],
+    [129, 4, 167],
+    [131, 5, 167],
+    [132, 5, 167],
+    [134, 6, 166],
+    [135, 7, 166],
+    [136, 8, 166],
+    [138, 9, 165],
+    [139, 10, 165],
+    [141, 11, 165],
+    [142, 12, 164],
+    [143, 13, 164],
+    [145, 14, 163],
+    [146, 15, 163],
+    [148, 16, 162],
+    [149, 17, 161],
+    [150, 19, 161],
+    [152, 20, 160],
+    [153, 21, 159],
+    [154, 22, 159],
+    [156, 23, 158],
+    [157, 24, 157],
+    [158, 25, 157],
+    [160, 26, 156],
+    [161, 27, 155],
+    [162, 29, 154],
+    [163, 30, 154],
+    [165, 31, 153],
+    [166, 32, 152],
+    [167, 33, 151],
+    [168, 34, 150],
+    [170, 35, 149],
+    [171, 36, 148],
+    [172, 38, 148],
+    [173, 39, 147],
+    [174, 40, 146],
+    [176, 41, 145],
+    [177, 42, 144],
+    [178, 43, 143],
+    [179, 44, 142],
+    [180, 46, 141],
+    [181, 47, 140],
+    [182, 48, 139],
+    [183, 49, 138],
+    [184, 50, 137],
+    [186, 51, 136],
+    [187, 52, 136],
+    [188, 53, 135],
+    [189, 55, 134],
+    [190, 56, 133],
+    [191, 57, 132],
+    [192, 58, 131],
+    [193, 59, 130],
+    [194, 60, 129],
+    [195, 61, 128],
+    [196, 62, 127],
+    [197, 64, 126],
+    [198, 65, 125],
+    [199, 66, 124],
+    [200, 67, 123],
+    [201, 68, 122],
+    [202, 69, 122],
+    [203, 70, 121],
+    [204, 71, 120],
+    [204, 73, 119],
+    [205, 74, 118],
+    [206, 75, 117],
+    [207, 76, 116],
+    [208, 77, 115],
+    [209, 78, 114],
+    [210, 79, 113],
+    [211, 81, 113],
+    [212, 82, 112],
+    [213, 83, 111],
+    [213, 84, 110],
+    [214, 85, 109],
+    [215, 86, 108],
+    [216, 87, 107],
+    [217, 88, 106],
+    [218, 90, 106],
+    [218, 91, 105],
+    [219, 92, 104],
+    [220, 93, 103],
+    [221, 94, 102],
+    [222, 95, 101],
+    [222, 97, 100],
+    [223, 98, 99],
+    [224, 99, 99],
+    [225, 100, 98],
+    [226, 101, 97],
+    [226, 102, 96],
+    [227, 104, 95],
+    [228, 105, 94],
+    [229, 106, 93],
+    [229, 107, 93],
+    [230, 108, 92],
+    [231, 110, 91],
+    [231, 111, 90],
+    [232, 112, 89],
+    [233, 113, 88],
+    [233, 114, 87],
+    [234, 116, 87],
+    [235, 117, 86],
+    [235, 118, 85],
+    [236, 119, 84],
+    [237, 121, 83],
+    [237, 122, 82],
+    [238, 123, 81],
+    [239, 124, 81],
+    [239, 126, 80],
+    [240, 127, 79],
+    [240, 128, 78],
+    [241, 129, 77],
+    [241, 131, 76],
+    [242, 132, 75],
+    [243, 133, 75],
+    [243, 135, 74],
+    [244, 136, 73],
+    [244, 137, 72],
+    [245, 139, 71],
+    [245, 140, 70],
+    [246, 141, 69],
+    [246, 143, 68],
+    [247, 144, 68],
+    [247, 145, 67],
+    [247, 147, 66],
+    [248, 148, 65],
+    [248, 149, 64],
+    [249, 151, 63],
+    [249, 152, 62],
+    [249, 154, 62],
+    [250, 155, 61],
+    [250, 156, 60],
+    [250, 158, 59],
+    [251, 159, 58],
+    [251, 161, 57],
+    [251, 162, 56],
+    [252, 163, 56],
+    [252, 165, 55],
+    [252, 166, 54],
+    [252, 168, 53],
+    [252, 169, 52],
+    [253, 171, 51],
+    [253, 172, 51],
+    [253, 174, 50],
+    [253, 175, 49],
+    [253, 177, 48],
+    [253, 178, 47],
+    [253, 180, 47],
+    [253, 181, 46],
+    [254, 183, 45],
+    [254, 184, 44],
+    [254, 186, 44],
+    [254, 187, 43],
+    [254, 189, 42],
+    [254, 190, 42],
+    [254, 192, 41],
+    [253, 194, 41],
+    [253, 195, 40],
+    [253, 197, 39],
+    [253, 198, 39],
+    [253, 200, 39],
+    [253, 202, 38],
+    [253, 203, 38],
+    [252, 205, 37],
+    [252, 206, 37],
+    [252, 208, 37],
+    [252, 210, 37],
+    [251, 211, 36],
+    [251, 213, 36],
+    [251, 215, 36],
+    [250, 216, 36],
+    [250, 218, 36],
+    [249, 220, 36],
+    [249, 221, 37],
+    [248, 223, 37],
+    [248, 225, 37],
+    [247, 226, 37],
+    [247, 228, 37],
+    [246, 230, 38],
+    [246, 232, 38],
+    [245, 233, 38],
+    [245, 235, 39],
+    [244, 237, 39],
+    [243, 238, 39],
+    [243, 240, 39],
+    [242, 242, 39],
+    [241, 244, 38],
+    [241, 245, 37],
+    [240, 247, 36],
+    [240, 249, 33],
+];
+
+pub const VIRIDIS: [[u8; 3]; 256] = [
+    [68, 1, 84],
+    [68, 2, 86],
+    [69, 4, 87],
+    [69, 5, 89],
+    [70, 7, 90],
+    [70, 8, 92],
+    [70, 10, 93],
+    [70, 11, 94],
+    [71, 13, 96],
+    [71, 14, 97],
+    [71, 16, 99],
+    [71, 17, 100],
+    [71, 19, 101],
+    [72, 20, 103],
+    [72, 22, 104],
+    [72, 23, 105],
+    [72, 24, 106],
+    [72, 26, 108],
+    [72, 27, 109],
+    [72, 28, 110],
+    [72, 29, 111],
+    [72, 31, 112],
+    [72, 32, 113],
+    [72, 33, 115],
+    [72, 35, 116],
+    [72, 36, 117],
+    [72, 37, 118],
+    [72, 38, 119],
+    [72, 40, 120],
+    [72, 41, 121],
+    [71, 42, 122],
+    [71, 44, 122],
+    [71, 45, 123],
+    [71, 46, 124],
+    [71, 47, 125],
+    [70, 48, 126],
+    [70, 50, 126],
+    [70, 51, 127],
+    [70, 52, 128],
+    [69, 53, 129],
+    [69, 55, 129],
+    [69, 56, 130],
+    [68, 57, 131],
+    [68, 58, 131],
+    [68, 59, 132],
+    [67, 61, 132],
+    [67, 62, 133],
+    [66, 63, 133],
+    [66, 64, 134],
+    [66, 65, 134],
+    [65, 66, 135],
+    [65, 68, 135],
+    [64, 69, 136],
+    [64, 70, 136],
+    [63, 71, 136],
+    [63, 72, 137],
+    [62, 73, 137],
+    [62, 74, 137],
+    [62, 76, 138],
+    [61, 77, 138],
+    [61, 78, 138],
+    [60, 79, 138],
+    [60, 80, 139],
+    [59, 81, 139],
+    [59, 82, 139],
+    [58, 83, 139],
+    [58, 84, 140],
+    [57, 85, 140],
+    [57, 86, 140],
+    [56, 88, 140],
+    [56, 89, 140],
+    [55, 90, 140],
+    [55, 91, 141],
+    [54, 92, 141],
+    [54, 93, 141],
+    [53, 94, 141],
+    [53, 95, 141],
+    [52, 96, 141],
+    [52, 97, 141],
+    [51, 98, 141],
+    [51, 99, 141],
+    [50, 100, 142],
+    [50, 101, 142],
+    [49, 102, 142],
+    [49, 103, 142],
+    [49, 104, 142],
+    [48, 105, 142],
+    [48, 106, 142],
+    [47, 107, 142],
+    [47, 108, 142],
+    [46, 109, 142],
+    [46, 110, 142],
+    [46, 111, 142],
+    [45, 112, 142],
+    [45, 113, 142],
+    [44, 113, 142],
+    [44, 114, 142],
+    [44, 115, 142],
+    [43, 116, 142],
+    [43, 117, 142],
+    [42, 118, 142],
+    [42, 119, 142],
+    [42, 120, 142],
+    [41, 121, 142],
+    [41, 122, 142],
+    [41, 123, 142],
+    [40, 124, 142],
+    [40, 125, 142],
+    [39, 126, 142],
+    [39, 127, 142],
+    [39, 128, 142],
+    [38, 129, 142],
+    [38, 130, 142],
+    [38, 130, 142],
+    [37, 131, 142],
+    [37, 132, 142],
+    [37, 133, 142],
+    [36, 134, 142],
+    [36, 135, 142],
+    [35, 136, 142],
+    [35, 137, 142],
+    [35, 138, 141],
+    [34, 139, 141],
+    [34, 140, 141],
+    [34, 141, 141],
+    [33, 142, 141],
+    [33, 143, 141],
+    [33, 144, 141],
+    [33, 145, 140],
+    [32, 146, 140],
+    [32, 146, 140],
+    [32, 147, 140],
+    [31, 148, 140],
+    [31, 149, 139],
+    [31, 150, 139],
+    [31, 151, 139],
+    [31, 152, 139],
+    [31, 153, 138],
+    [31, 154, 138],
+    [30, 155, 138],
+    [30, 156, 137],
+    [30, 157, 137],
+    [31, 158, 137],
+    [31, 159, 136],
+    [31, 160, 136],
+    [31, 161, 136],
+    [31, 161, 135],
+    [31, 162, 135],
+    [32, 163, 134],
+    [32, 164, 134],
+    [33, 165, 133],
+    [33, 166, 133],
+    [34, 167, 133],
+    [34, 168, 132],
+    [35, 169, 131],
+    [36, 170, 131],
+    [37, 171, 130],
+    [37, 172, 130],
+    [38, 173, 129],
+    [39, 173, 129],
+    [40, 174, 128],
+    [41, 175, 127],
+    [42, 176, 127],
+    [44, 177, 126],
+    [45, 178, 125],
+    [46, 179, 124],
+    [47, 180, 124],
+    [49, 181, 123],
+    [50, 182, 122],
+    [52, 182, 121],
+    [53, 183, 121],
+    [55, 184, 120],
+    [56, 185, 119],
+    [58, 186, 118],
+    [59, 187, 117],
+    [61, 188, 116],
+    [63, 188, 115],
+    [64, 189, 114],
+    [66, 190, 113],
+    [68, 191, 112],
+    [70, 192, 111],
+    [72, 193, 110],
+    [74, 193, 109],
+    [76, 194, 108],
+    [78, 195, 107],
+    [80, 196, 106],
+    [82, 197, 105],
+    [84, 197, 104],
+    [86, 198, 103],
+    [88, 199, 101],
+    [90, 200, 100],
+    [92, 200, 99],
+    [94, 201, 98],
+    [96, 202, 96],
+    [99, 203, 95],
+    [101, 203, 94],
+    [103, 204, 92],
+    [105, 205, 91],
+    [108, 205, 90],
+    [110, 206, 88],
+    [112, 207, 87],
+    [115, 208, 86],
+    [117, 208, 84],
+    [119, 209, 83],
+    [122, 209, 81],
+    [124, 210, 80],
+    [127, 211, 78],
+    [129, 211, 77],
+    [132, 212, 75],
+    [134, 213, 73],
+    [137, 213, 72],
+    [139, 214, 70],
+    [142, 214, 69],
+    [144, 215, 67],
+    [147, 215, 65],
+    [149, 216, 64],
+    [152, 216, 62],
+    [155, 217, 60],
+    [157, 217, 59],
+    [160, 218, 57],
+    [162, 218, 55],
+    [165, 219, 54],
+    [168, 219, 52],
+    [170, 220, 50],
+    [173, 220, 48],
+    [176, 221, 47],
+    [178, 221, 45],
+    [181, 222, 43],
+    [184, 222, 41],
+    [186, 222, 40],
+    [189, 223, 38],
+    [192, 223, 37],
+    [194, 223, 35],
+    [197, 224, 33],
+    [200, 224, 32],
+    [202, 225, 31],
+    [205, 225, 29],
+    [208, 225, 28],
+    [210, 226, 27],
+    [213, 226, 26],
+    [216, 226, 25],
+    [218, 227, 25],
+    [221, 227, 24],
+    [223, 227, 24],
+    [226, 228, 24],
+    [229, 228, 25],
+    [231, 228, 25],
+    [234, 229, 26],
+    [236, 229, 27],
+    [239, 229, 28],
+    [241, 229, 29],
+    [244, 230, 30],
+    [246, 230, 32],
+    [248, 230, 33],
+    [251, 231, 35],
+    [253, 231, 37],
+];
+
+pub const MAGMA: [[u8; 3]; 256] = [
+    [0, 0, 4],
+    [1, 0, 5],
+    [1, 1, 6],
+    [1, 1, 8],
+    [2, 1, 9],
+    [2, 2, 11],
+    [2, 2, 13],
+    [3, 3, 15],
+    [3, 3, 18],
+    [4, 4, 20],
+    [5, 4, 22],
+    [6, 5, 24],
+    [6, 5, 26],
+    [7, 6, 28],
+    [8, 7, 30],
+    [9, 7, 32],
+    [10, 8, 34],
+    [11, 9, 36],
+    [12, 9, 38],
+    [13, 10, 41],
+    [14, 11, 43],
+    [16, 11, 45],
+    [17, 12, 47],
+    [18, 13, 49],
+    [19, 13, 52],
+    [20, 14, 54],
+    [21, 14, 56],
+    [22, 15, 59],
+    [24, 15, 61],
+    [25, 16, 63],
+    [26, 16, 66],
+    [28, 16, 68],
+    [29, 17, 71],
+    [30, 17, 73],
+    [32, 17, 75],
+    [33, 17, 78],
+    [34, 17, 80],
+    [36, 18, 83],
+    [37, 18, 85],
+    [39, 18, 88],
+    [41, 17, 90],
+    [42, 17, 92],
+    [44, 17, 95],
+    [45, 17, 97],
+    [47, 17, 99],
+    [49, 17, 101],
+    [51, 16, 103],
+    [52, 16, 105],
+    [54, 16, 107],
+    [56, 16, 108],
+    [57, 15, 110],
+    [59, 15, 112],
+    [61, 15, 113],
+    [63, 15, 114],
+    [64, 15, 116],
+    [66, 15, 117],
+    [68, 15, 118],
+    [69, 16, 119],
+    [71, 16, 120],
+    [73, 16, 120],
+    [74, 16, 121],
+    [76, 17, 122],
+    [78, 17, 123],
+    [79, 18, 123],
+    [81, 18, 124],
+    [82, 19, 124],
+    [84, 19, 125],
+    [86, 20, 125],
+    [87, 21, 126],
+    [89, 21, 126],
+    [90, 22, 126],
+    [92, 22, 127],
+    [93, 23, 127],
+    [95, 24, 127],
+    [96, 24, 128],
+    [98, 25, 128],
+    [100, 26, 128],
+    [101, 26, 128],
+    [103, 27, 128],
+    [104, 28, 129],
+    [106, 28, 129],
+    [107, 29, 129],
+    [109, 29, 129],
+    [110, 30, 129],
+    [112, 31, 129],
+    [114, 31, 129],
+    [115, 32, 129],
+    [117, 33, 129],
+    [118, 33, 129],
+    [120, 34, 129],
+    [121, 34, 130],
+    [123, 35, 130],
+    [124, 35, 130],
+    [126, 36, 130],
+    [128, 37, 130],
+    [129, 37, 129],
+    [131, 38, 129],
+    [132, 38, 129],
+    [134, 39, 129],
+    [136, 39, 129],
+    [137, 40, 129],
+    [139, 41, 129],
+    [140, 41, 129],
+    [142, 42, 129],
+    [144, 42, 129],
+    [145, 43, 129],
+    [147, 43, 128],
+    [148, 44, 128],
+    [150, 44, 128],
+    [152, 45, 128],
+    [153, 45, 128],
+    [155, 46, 127],
+    [156, 46, 127],
+    [158, 47, 127],
+    [160, 47, 127],
+    [161, 48, 126],
+    [163, 48, 126],
+    [165, 49, 126],
+    [166, 49, 125],
+    [168, 50, 125],
+    [170, 51, 125],
+    [171, 51, 124],
+    [173, 52, 124],
+    [174, 52, 123],
+    [176, 53, 123],
+    [178, 53, 123],
+    [179, 54, 122],
+    [181, 54, 122],
+    [183, 55, 121],
+    [184, 55, 121],
+    [186, 56, 120],
+    [188, 57, 120],
+    [189, 57, 119],
+    [191, 58, 119],
+    [192, 58, 118],
+    [194, 59, 117],
+    [196, 60, 117],
+    [197, 60, 116],
+    [199, 61, 115],
+    [200, 62, 115],
+    [202, 62, 114],
+    [204, 63, 113],
+    [205, 64, 113],
+    [207, 64, 112],
+    [208, 65, 111],
+    [210, 66, 111],
+    [211, 67, 110],
+    [213, 68, 109],
+    [214, 69, 108],
+    [216, 69, 108],
+    [217, 70, 107],
+    [219, 71, 106],
+    [220, 72, 105],
+    [222, 73, 104],
+    [223, 74, 104],
+    [224, 76, 103],
+    [226, 77, 102],
+    [227, 78, 101],
+    [228, 79, 100],
+    [229, 80, 100],
+    [231, 82, 99],
+    [232, 83, 98],
+    [233, 84, 98],
+    [234, 86, 97],
+    [235, 87, 96],
+    [236, 88, 96],
+    [237, 90, 95],
+    [238, 91, 94],
+    [239, 93, 94],
+    [240, 95, 94],
+    [241, 96, 93],
+    [242, 98, 93],
+    [242, 100, 92],
+    [243, 101, 92],
+    [244, 103, 92],
+    [244, 105, 92],
+    [245, 107, 92],
+    [246, 108, 92],
+    [246, 110, 92],
+    [247, 112, 92],
+    [247, 114, 92],
+    [248, 116, 92],
+    [248, 118, 92],
+    [249, 120, 93],
+    [249, 121, 93],
+    [249, 123, 93],
+    [250, 125, 94],
+    [250, 127, 94],
+    [250, 129, 95],
+    [251, 131, 95],
+    [251, 133, 96],
+    [251, 135, 97],
+    [252, 137, 97],
+    [252, 138, 98],
+    [252, 140, 99],
+    [252, 142, 100],
+    [252, 144, 101],
+    [253, 146, 102],
+    [253, 148, 103],
+    [253, 150, 104],
+    [253, 152, 105],
+    [253, 154, 106],
+    [253, 155, 107],
+    [254, 157, 108],
+    [254, 159, 109],
+    [254, 161, 110],
+    [254, 163, 111],
+    [254, 165, 113],
+    [254, 167, 114],
+    [254, 169, 115],
+    [254, 170, 116],
+    [254, 172, 118],
+    [254, 174, 119],
+    [254, 176, 120],
+    [254, 178, 122],
+    [254, 180, 123],
+    [254, 182, 124],
+    [254, 183, 126],
+    [254, 185, 127],
+    [254, 187, 129],
+    [254, 189, 130],
+    [254, 191, 132],
+    [254, 193, 133],
+    [254, 194, 135],
+    [254, 196, 136],
+    [254, 198, 138],
+    [254, 200, 140],
+    [254, 202, 141],
+    [254, 204, 143],
+    [254, 205, 144],
+    [254, 207, 146],
+    [254, 209, 148],
+    [254, 211, 149],
+    [254, 213, 151],
+    [254, 215, 153],
+    [254, 216, 154],
+    [253, 218, 156],
+    [253, 220, 158],
+    [253, 222, 160],
+    [253, 224, 161],
+    [253, 226, 163],
+    [253, 227, 165],
+    [253, 229, 167],
+    [253, 231, 169],
+    [253, 233, 170],
+    [253, 235, 172],
+    [252, 236, 174],
+    [252, 238, 176],
+    [252, 240, 178],
+    [252, 242, 180],
+    [252, 244, 182],
+    [252, 246, 184],
+    [252, 247, 185],
+    [252, 249, 187],
+    [252, 251, 189],
+    [252, 253, 191],
+];
+
+pub const BENTCOOLWARM: [[u8; 3]; 256] = [
+    [59, 76, 192],
+    [60, 78, 193],
+    [61, 79, 194],
+    [62, 80, 194],
+    [63, 82, 195],
+    [64, 83, 196],
+    [65, 85, 196],
+    [66, 86, 197],
+    [67, 87, 197],
+    [68, 89, 198],
+    [69, 90, 199],
+    [70, 91, 199],
+    [71, 93, 200],
+    [72, 94, 200],
+    [73, 95, 201],
+    [74, 97, 202],
+    [75, 98, 202],
+    [76, 100, 203],
+    [77, 101, 203],
+    [78, 102, 204],
+    [79, 104, 204],
+    [81, 105, 205],
+    [82, 106, 206],
+    [83, 108, 206],
+    [84, 109, 207],
+    [85, 110, 207],
+    [86, 112, 208],
+    [87, 113, 208],
+    [89, 114, 209],
+    [90, 116, 209],
+    [91, 117, 210],
+    [92, 118, 210],
+    [93, 120, 211],
+    [95, 121, 211],
+    [96, 122, 212],
+    [97, 124, 212],
+    [98, 125, 213],
+    [100, 126, 213],
+    [101, 128, 214],
+    [102, 129, 214],
+    [103, 130, 214],
+    [105, 131, 215],
+    [106, 133, 215],
+    [107, 134, 216],
+    [109, 135, 216],
+    [110, 137, 217],
+    [111, 138, 217],
+    [113, 139, 218],
+    [114, 141, 218],
+    [115, 142, 218],
+    [117, 143, 219],
+    [118, 145, 219],
+    [119, 146, 220],
+    [121, 147, 220],
+    [122, 149, 220],
+    [123, 150, 221],
+    [125, 151, 221],
+    [126, 152, 222],
+    [128, 154, 222],
+    [129, 155, 222],
+    [130, 156, 223],
+    [132, 158, 223],
+    [133, 159, 223],
+    [135, 160, 224],
+    [136, 162, 224],
+    [138, 163, 225],
+    [139, 164, 225],
+    [140, 165, 225],
+    [142, 167, 226],
+    [143, 168, 226],
+    [145, 169, 226],
+    [146, 171, 227],
+    [148, 172, 227],
+    [149, 173, 227],
+    [151, 175, 228],
+    [152, 176, 228],
+    [154, 177, 228],
+    [155, 178, 229],
+    [157, 180, 229],
+    [159, 181, 229],
+    [160, 182, 230],
+    [162, 184, 230],
+    [163, 185, 230],
+    [165, 186, 230],
+    [166, 187, 231],
+    [168, 189, 231],
+    [170, 190, 231],
+    [171, 191, 232],
+    [173, 193, 232],
+    [174, 194, 232],
+    [176, 195, 232],
+    [178, 196, 233],
+    [179, 198, 233],
+    [181, 199, 233],
+    [183, 200, 234],
+    [184, 202, 234],
+    [186, 203, 234],
+    [188, 204, 234],
+    [189, 205, 235],
+    [191, 207, 235],
+    [193, 208, 235],
+    [194, 209, 236],
+    [196, 210, 236],
+    [198, 212, 236],
+    [200, 213, 236],
+    [201, 214, 237],
+    [203, 215, 237],
+    [205, 217, 237],
+    [207, 218, 237],
+    [208, 219, 238],
+    [210, 220, 238],
+    [212, 222, 238],
+    [214, 223, 238],
+    [215, 224, 239],
+    [217, 225, 239],
+    [219, 227, 239],
+    [221, 228, 239],
+    [223, 229, 240],
+    [225, 230, 240],
+    [226, 232, 240],
+    [228, 233, 240],
+    [230, 234, 241],
+    [232, 235, 241],
+    [234, 237, 241],
+    [236, 238, 241],
+    [238, 239, 242],
+    [239, 240, 242],
+    [241, 242, 242],
+    [242, 241, 241],
+    [242, 240, 239],
+    [241, 238, 237],
+    [241, 237, 235],
+    [241, 235, 232],
+    [241, 234, 230],
+    [240, 232, 228],
+    [240, 231, 226],
+    [240, 229, 224],
+    [239, 228, 222],
+    [239, 226, 219],
+    [239, 225, 217],
+    [238, 223, 215],
+    [238, 222, 213],
+    [238, 220, 211],
+    [237, 219, 209],
+    [237, 217, 207],
+    [237, 216, 205],
+    [236, 214, 203],
+    [236, 213, 201],
+    [236, 211, 199],
+    [235, 210, 196],
+    [235, 208, 194],
+    [235, 207, 192],
+    [234, 205, 190],
+    [234, 204, 188],
+    [233, 202, 186],
+    [233, 201, 184],
+    [233, 199, 182],
+    [232, 197, 180],
+    [232, 196, 179],
+    [232, 194, 177],
+    [231, 193, 175],
+    [231, 191, 173],
+    [230, 190, 171],
+    [230, 188, 169],
+    [230, 187, 167],
+    [229, 185, 165],
+    [229, 184, 163],
+    [228, 182, 161],
+    [228, 181, 159],
+    [228, 179, 158],
+    [227, 177, 156],
+    [227, 176, 154],
+    [226, 174, 152],
+    [226, 173, 150],
+    [226, 171, 148],
+    [225, 170, 147],
+    [225, 168, 145],
+    [224, 167, 143],
+    [224, 165, 141],
+    [223, 163, 140],
+    [223, 162, 138],
+    [223, 160, 136],
+    [222, 159, 134],
+    [222, 157, 133],
+    [221, 156, 131],
+    [221, 154, 129],
+    [220, 152, 128],
+    [220, 151, 126],
+    [219, 149, 124],
+    [219, 148, 123],
+    [218, 146, 121],
+    [218, 144, 119],
+    [217, 143, 118],
+    [217, 141, 116],
+    [217, 140, 114],
+    [216, 138, 113],
+    [216, 136, 111],
+    [215, 135, 110],
+    [215, 133, 108],
+    [214, 132, 107],
+    [214, 130, 105],
+    [213, 128, 104],
+    [212, 127, 102],
+    [212, 125, 101],
+    [211, 123, 99],
+    [211, 122, 98],
+    [210, 120, 96],
+    [210, 119, 95],
+    [209, 117, 93],
+    [209, 115, 92],
+    [208, 114, 90],
+    [208, 112, 89],
+    [207, 110, 88],
+    [207, 108, 86],
+    [206, 107, 85],
+    [205, 105, 83],
+    [205, 103, 82],
+    [204, 102, 81],
+    [204, 100, 79],
+    [203, 98, 78],
+    [203, 96, 77],
+    [202, 95, 75],
+    [201, 93, 74],
+    [201, 91, 73],
+    [200, 89, 72],
+    [200, 87, 70],
+    [199, 86, 69],
+    [198, 84, 68],
+    [198, 82, 67],
+    [197, 80, 65],
+    [197, 78, 64],
+    [196, 76, 63],
+    [195, 74, 62],
+    [195, 72, 61],
+    [194, 70, 60],
+    [193, 68, 58],
+    [193, 66, 57],
+    [192, 64, 56],
+    [192, 62, 55],
+    [191, 60, 54],
+    [190, 58, 53],
+    [190, 55, 52],
+    [189, 53, 51],
+    [188, 50, 50],
+    [188, 48, 49],
+    [187, 45, 48],
+    [186, 43, 47],
+    [186, 40, 46],
+    [185, 37, 45],
+    [184, 34, 44],
+    [184, 30, 43],
+    [183, 27, 42],
+    [182, 22, 41],
+    [181, 18, 40],
+    [181, 12, 39],
+    [180, 4, 38],
+];
+
+pub const BLACKBODY: [[u8; 3]; 256] = [
+    [0, 0, 0],
+    [3, 1, 1],
+    [7, 2, 1],
+    [10, 3, 2],
+    [13, 4, 2],
+    [16, 5, 3],
+    [18, 6, 3],
+    [20, 7, 4],
+    [22, 8, 4],
+    [24, 9, 5],
+    [26, 10, 5],
+    [27, 11, 6],
+    [29, 11, 6],
+    [30, 12, 7],
+    [32, 13, 8],
+    [33, 14, 8],
+    [34, 15, 9],
+    [36, 15, 9],
+    [37, 16, 10],
+    [38, 16, 10],
+    [40, 17, 11],
+    [41, 17, 11],
+    [43, 18, 12],
+    [44, 18, 12],
+    [46, 18, 13],
+    [47, 19, 13],
+    [49, 19, 14],
+    [50, 19, 14],
+    [52, 20, 15],
+    [54, 20, 15],
+    [55, 20, 15],
+    [57, 21, 16],
+    [58, 21, 16],
+    [60, 21, 16],
+    [62, 22, 17],
+    [63, 22, 17],
+    [65, 22, 17],
+    [66, 23, 18],
+    [68, 23, 18],
+    [70, 23, 18],
+    [71, 24, 19],
+    [73, 24, 19],
+    [75, 24, 19],
+    [76, 25, 20],
+    [78, 25, 20],
+    [80, 25, 20],
+    [81, 25, 20],
+    [83, 26, 21],
+    [85, 26, 21],
+    [86, 26, 21],
+    [88, 26, 21],
+    [90, 27, 22],
+    [91, 27, 22],
+    [93, 27, 22],
+    [95, 27, 22],
+    [97, 28, 23],
+    [98, 28, 23],
+    [100, 28, 23],
+    [102, 28, 23],
+    [104, 29, 24],
+    [105, 29, 24],
+    [107, 29, 24],
+    [109, 29, 24],
+    [111, 29, 25],
+    [112, 30, 25],
+    [114, 30, 25],
+    [116, 30, 25],
+    [118, 30, 26],
+    [119, 30, 26],
+    [121, 31, 26],
+    [123, 31, 26],
+    [125, 31, 27],
+    [127, 31, 27],
+    [128, 31, 27],
+    [130, 31, 27],
+    [132, 32, 28],
+    [134, 32, 28],
+    [136, 32, 28],
+    [137, 32, 28],
+    [139, 32, 29],
+    [141, 32, 29],
+    [143, 32, 29],
+    [145, 33, 29],
+    [147, 33, 30],
+    [148, 33, 30],
+    [150, 33, 30],
+    [152, 33, 31],
+    [154, 33, 31],
+    [156, 33, 31],
+    [158, 33, 31],
+    [160, 33, 32],
+    [161, 34, 32],
+    [163, 34, 32],
+    [165, 34, 32],
+    [167, 34, 33],
+    [169, 34, 33],
+    [171, 34, 33],
+    [173, 34, 33],
+    [175, 34, 34],
+    [177, 34, 34],
+    [178, 34, 34],
+    [179, 36, 34],
+    [180, 38, 34],
+    [181, 40, 33],
+    [182, 42, 33],
+    [183, 44, 33],
+    [184, 45, 33],
+    [185, 47, 32],
+    [186, 49, 32],
+    [187, 50, 32],
+    [188, 52, 31],
+    [189, 53, 31],
+    [190, 55, 31],
+    [191, 56, 31],
+    [192, 58, 30],
+    [193, 59, 30],
+    [194, 61, 30],
+    [195, 62, 29],
+    [196, 64, 29],
+    [197, 65, 28],
+    [198, 66, 28],
+    [199, 68, 28],
+    [200, 69, 27],
+    [201, 71, 27],
+    [202, 72, 26],
+    [203, 73, 26],
+    [204, 75, 25],
+    [205, 76, 25],
+    [206, 77, 24],
+    [207, 79, 24],
+    [208, 80, 23],
+    [209, 82, 23],
+    [210, 83, 22],
+    [211, 84, 21],
+    [212, 85, 21],
+    [213, 87, 20],
+    [214, 88, 19],
+    [215, 89, 19],
+    [216, 91, 18],
+    [217, 92, 17],
+    [218, 93, 16],
+    [219, 95, 15],
+    [220, 96, 14],
+    [221, 97, 13],
+    [222, 98, 12],
+    [223, 100, 11],
+    [224, 101, 9],
+    [225, 102, 8],
+    [226, 104, 7],
+    [227, 105, 5],
+    [227, 107, 5],
+    [227, 109, 6],
+    [228, 110, 7],
+    [228, 112, 7],
+    [228, 114, 8],
+    [228, 116, 8],
+    [229, 118, 9],
+    [229, 119, 10],
+    [229, 121, 10],
+    [229, 123, 11],
+    [229, 124, 12],
+    [230, 126, 12],
+    [230, 128, 13],
+    [230, 130, 14],
+    [230, 131, 14],
+    [230, 133, 15],
+    [230, 135, 15],
+    [231, 136, 16],
+    [231, 138, 17],
+    [231, 140, 17],
+    [231, 141, 18],
+    [231, 143, 19],
+    [231, 145, 19],
+    [231, 146, 20],
+    [232, 148, 21],
+    [232, 150, 21],
+    [232, 151, 22],
+    [232, 153, 22],
+    [232, 154, 23],
+    [232, 156, 24],
+    [232, 158, 24],
+    [232, 159, 25],
+    [232, 161, 26],
+    [232, 162, 26],
+    [233, 164, 27],
+    [233, 166, 27],
+    [233, 167, 28],
+    [233, 169, 29],
+    [233, 170, 29],
+    [233, 172, 30],
+    [233, 174, 30],
+    [233, 175, 31],
+    [233, 177, 32],
+    [233, 178, 32],
+    [233, 180, 33],
+    [233, 181, 34],
+    [233, 183, 34],
+    [233, 185, 35],
+    [233, 186, 35],
+    [233, 188, 36],
+    [233, 189, 37],
+    [233, 191, 37],
+    [233, 192, 38],
+    [233, 194, 38],
+    [233, 195, 39],
+    [233, 197, 40],
+    [233, 199, 40],
+    [233, 200, 41],
+    [232, 202, 42],
+    [232, 203, 42],
+    [232, 205, 43],
+    [232, 206, 43],
+    [232, 208, 44],
+    [232, 209, 45],
+    [232, 211, 45],
+    [232, 213, 46],
+    [232, 214, 47],
+    [232, 216, 47],
+    [231, 217, 48],
+    [231, 219, 48],
+    [231, 220, 49],
+    [231, 222, 50],
+    [231, 223, 50],
+    [231, 225, 51],
+    [230, 226, 52],
+    [230, 228, 52],
+    [230, 229, 53],
+    [231, 231, 60],
+    [233, 231, 69],
+    [234, 232, 78],
+    [236, 233, 87],
+    [237, 234, 94],
+    [238, 235, 102],
+    [240, 236, 109],
+    [241, 236, 117],
+    [242, 237, 124],
+    [243, 238, 131],
+    [245, 239, 137],
+    [246, 240, 144],
+    [247, 241, 151],
+    [248, 241, 158],
+    [249, 242, 164],
+    [249, 243, 171],
+    [250, 244, 177],
+    [251, 245, 184],
+    [252, 246, 190],
+    [252, 247, 197],
+    [253, 248, 203],
+    [253, 249, 210],
+    [254, 249, 216],
+    [254, 250, 223],
+    [254, 251, 229],
+    [255, 252, 236],
+    [255, 253, 242],
+    [255, 254, 249],
+    [255, 255, 255],
+];
+
+pub const EXTENDEDKINDLMANN: [[u8; 3]; 256] = [
+    [0, 0, 0],
+    [5, 0, 4],
+    [9, 0, 9],
+    [13, 1, 13],
+    [16, 1, 17],
+    [19, 1, 21],
+    [22, 1, 24],
+    [24, 1, 27],
+    [26, 1, 30],
+    [27, 2, 34],
+    [28, 2, 38],
+    [29, 2, 42],
+    [29, 2, 46],
+    [30, 2, 50],
+    [30, 3, 53],
+    [30, 3, 57],
+    [30, 3, 61],
+    [29, 3, 65],
+    [29, 3, 68],
+    [28, 3, 72],
+    [27, 4, 75],
+    [27, 4, 79],
+    [26, 4, 82],
+    [25, 4, 85],
+    [24, 4, 88],
+    [23, 4, 92],
+    [22, 5, 95],
+    [21, 5, 98],
+    [20, 5, 101],
+    [19, 5, 103],
+    [18, 5, 106],
+    [18, 5, 109],
+    [17, 5, 111],
+    [14, 5, 115],
+    [8, 6, 119],
+    [6, 8, 120],
+    [6, 11, 120],
+    [6, 15, 119],
+    [6, 18, 118],
+    [6, 22, 116],
+    [5, 25, 114],
+    [5, 28, 112],
+    [5, 31, 109],
+    [5, 33, 107],
+    [5, 36, 104],
+    [5, 38, 101],
+    [5, 40, 99],
+    [5, 42, 96],
+    [5, 44, 94],
+    [4, 46, 91],
+    [4, 48, 89],
+    [4, 49, 87],
+    [4, 51, 85],
+    [4, 52, 83],
+    [4, 54, 81],
+    [4, 55, 79],
+    [4, 57, 77],
+    [4, 58, 76],
+    [4, 59, 74],
+    [3, 61, 73],
+    [3, 62, 71],
+    [3, 63, 70],
+    [3, 65, 69],
+    [3, 66, 67],
+    [3, 67, 66],
+    [3, 68, 65],
+    [3, 69, 64],
+    [3, 71, 63],
+    [3, 72, 61],
+    [4, 73, 60],
+    [4, 74, 58],
+    [4, 75, 56],
+    [4, 77, 55],
+    [4, 78, 53],
+    [4, 79, 51],
+    [4, 80, 49],
+    [4, 81, 47],
+    [4, 82, 45],
+    [4, 84, 43],
+    [4, 85, 41],
+    [4, 86, 39],
+    [4, 87, 36],
+    [4, 88, 34],
+    [4, 89, 31],
+    [4, 91, 29],
+    [4, 92, 26],
+    [5, 93, 24],
+    [5, 94, 21],
+    [5, 95, 18],
+    [5, 96, 15],
+    [5, 97, 13],
+    [5, 98, 10],
+    [5, 100, 8],
+    [5, 101, 6],
+    [6, 102, 5],
+    [8, 103, 5],
+    [10, 104, 5],
+    [11, 105, 5],
+    [13, 106, 5],
+    [15, 107, 5],
+    [17, 108, 5],
+    [20, 109, 5],
+    [22, 110, 5],
+    [26, 111, 5],
+    [29, 112, 5],
+    [32, 112, 5],
+    [36, 113, 5],
+    [40, 114, 5],
+    [43, 115, 6],
+    [47, 116, 6],
+    [51, 116, 6],
+    [55, 117, 6],
+    [59, 118, 6],
+    [63, 118, 6],
+    [67, 119, 6],
+    [71, 119, 6],
+    [76, 120, 6],
+    [80, 120, 6],
+    [84, 121, 6],
+    [88, 121, 6],
+    [92, 122, 6],
+    [97, 122, 6],
+    [101, 122, 6],
+    [105, 123, 6],
+    [109, 123, 6],
+    [113, 123, 6],
+    [118, 123, 6],
+    [122, 123, 6],
+    [126, 123, 6],
+    [130, 123, 6],
+    [135, 123, 7],
+    [139, 123, 7],
+    [144, 123, 7],
+    [149, 122, 7],
+    [154, 122, 7],
+    [160, 121, 8],
+    [165, 120, 8],
+    [171, 119, 8],
+    [177, 118, 8],
+    [183, 117, 9],
+    [189, 115, 9],
+    [196, 113, 9],
+    [202, 111, 10],
+    [209, 108, 10],
+    [216, 105, 10],
+    [222, 102, 11],
+    [229, 98, 11],
+    [236, 94, 11],
+    [243, 90, 12],
+    [244, 91, 27],
+    [245, 92, 37],
+    [245, 94, 46],
+    [245, 96, 52],
+    [246, 98, 58],
+    [246, 99, 63],
+    [246, 101, 67],
+    [246, 103, 71],
+    [246, 105, 74],
+    [246, 107, 77],
+    [247, 109, 79],
+    [247, 111, 83],
+    [247, 112, 87],
+    [247, 114, 91],
+    [247, 115, 96],
+    [248, 117, 101],
+    [248, 118, 106],
+    [248, 120, 112],
+    [248, 121, 118],
+    [249, 122, 123],
+    [249, 123, 129],
+    [249, 125, 135],
+    [249, 126, 141],
+    [249, 127, 147],
+    [249, 129, 153],
+    [249, 130, 158],
+    [249, 131, 164],
+    [249, 132, 169],
+    [249, 133, 175],
+    [249, 134, 180],
+    [249, 135, 186],
+    [249, 137, 191],
+    [249, 138, 196],
+    [249, 139, 201],
+    [250, 140, 206],
+    [250, 141, 211],
+    [250, 142, 216],
+    [250, 143, 221],
+    [250, 144, 225],
+    [250, 145, 230],
+    [250, 146, 235],
+    [250, 147, 239],
+    [250, 148, 243],
+    [250, 149, 248],
+    [248, 152, 250],
+    [245, 155, 250],
+    [242, 159, 250],
+    [239, 162, 251],
+    [236, 165, 251],
+    [234, 168, 251],
+    [232, 171, 251],
+    [230, 173, 251],
+    [229, 176, 251],
+    [227, 178, 251],
+    [226, 180, 251],
+    [225, 182, 251],
+    [224, 184, 252],
+    [224, 186, 252],
+    [223, 188, 252],
+    [223, 190, 252],
+    [222, 191, 252],
+    [222, 193, 252],
+    [222, 195, 252],
+    [222, 196, 252],
+    [223, 198, 252],
+    [223, 199, 252],
+    [223, 201, 252],
+    [224, 202, 252],
+    [224, 204, 253],
+    [225, 205, 253],
+    [226, 207, 253],
+    [226, 208, 253],
+    [227, 209, 253],
+    [228, 211, 253],
+    [229, 212, 253],
+    [229, 213, 253],
+    [230, 215, 253],
+    [231, 216, 253],
+    [231, 218, 253],
+    [231, 219, 253],
+    [232, 221, 253],
+    [232, 222, 253],
+    [232, 224, 253],
+    [232, 225, 254],
+    [233, 227, 254],
+    [233, 228, 254],
+    [233, 230, 254],
+    [233, 231, 254],
+    [233, 233, 254],
+    [233, 234, 254],
+    [234, 236, 254],
+    [234, 237, 254],
+    [234, 239, 254],
+    [235, 240, 254],
+    [235, 242, 254],
+    [236, 243, 254],
+    [237, 245, 254],
+    [237, 246, 254],
+    [238, 247, 254],
+    [239, 249, 254],
+    [240, 250, 254],
+    [242, 251, 254],
+    [243, 252, 254],
+    [245, 253, 255],
+    [248, 254, 255],
+    [251, 255, 255],
+    [255, 255, 255],
+];
+
+pub const KINDLMANN: [[u8; 3]; 256] = [
+    [0, 0, 0],
+    [5, 0, 4],
+    [9, 0, 8],
+    [13, 1, 13],
+    [17, 1, 16],
+    [20, 1, 20],
+    [22, 1, 23],
+    [25, 1, 26],
+    [27, 1, 29],
+    [29, 2, 32],
+    [30, 2, 35],
+    [31, 2, 38],
+    [32, 2, 42],
+    [33, 2, 45],
+    [34, 2, 48],
+    [35, 2, 51],
+    [36, 3, 54],
+    [37, 3, 57],
+    [37, 3, 60],
+    [38, 3, 63],
+    [38, 3, 66],
+    [38, 3, 68],
+    [39, 3, 71],
+    [39, 4, 74],
+    [39, 4, 77],
+    [39, 4, 80],
+    [39, 4, 83],
+    [39, 4, 86],
+    [39, 4, 89],
+    [39, 4, 93],
+    [39, 5, 96],
+    [39, 5, 99],
+    [38, 5, 102],
+    [38, 5, 106],
+    [37, 5, 109],
+    [37, 5, 112],
+    [36, 6, 116],
+    [35, 6, 119],
+    [34, 6, 123],
+    [33, 6, 126],
+    [32, 6, 129],
+    [32, 6, 132],
+    [31, 6, 136],
+    [30, 7, 139],
+    [29, 7, 142],
+    [28, 7, 145],
+    [27, 7, 148],
+    [26, 7, 151],
+    [25, 7, 154],
+    [25, 7, 157],
+    [24, 8, 160],
+    [24, 8, 163],
+    [20, 8, 166],
+    [15, 8, 170],
+    [8, 9, 174],
+    [8, 12, 175],
+    [8, 15, 175],
+    [8, 19, 175],
+    [8, 22, 175],
+    [8, 25, 175],
+    [8, 28, 174],
+    [8, 32, 173],
+    [8, 35, 172],
+    [8, 38, 170],
+    [8, 41, 168],
+    [8, 43, 166],
+    [8, 46, 165],
+    [8, 49, 163],
+    [8, 51, 160],
+    [8, 53, 158],
+    [8, 56, 156],
+    [7, 58, 154],
+    [7, 60, 152],
+    [7, 62, 149],
+    [7, 64, 147],
+    [7, 66, 145],
+    [7, 68, 143],
+    [7, 70, 141],
+    [7, 71, 139],
+    [7, 73, 137],
+    [7, 75, 135],
+    [6, 76, 133],
+    [6, 78, 132],
+    [6, 80, 130],
+    [6, 81, 128],
+    [6, 83, 127],
+    [6, 84, 125],
+    [6, 86, 123],
+    [6, 87, 122],
+    [6, 88, 120],
+    [6, 90, 119],
+    [6, 91, 118],
+    [6, 93, 116],
+    [6, 94, 115],
+    [5, 95, 114],
+    [6, 96, 113],
+    [5, 98, 112],
+    [5, 99, 110],
+    [5, 100, 109],
+    [5, 102, 108],
+    [5, 103, 107],
+    [5, 104, 106],
+    [5, 105, 105],
+    [5, 107, 104],
+    [5, 108, 103],
+    [5, 109, 102],
+    [5, 110, 101],
+    [5, 112, 100],
+    [5, 113, 99],
+    [5, 114, 98],
+    [6, 115, 96],
+    [6, 117, 95],
+    [6, 118, 94],
+    [6, 119, 92],
+    [6, 120, 91],
+    [6, 122, 89],
+    [6, 123, 88],
+    [6, 124, 86],
+    [6, 125, 84],
+    [6, 127, 83],
+    [6, 128, 81],
+    [6, 129, 79],
+    [6, 130, 77],
+    [6, 132, 75],
+    [6, 133, 74],
+    [7, 134, 72],
+    [6, 135, 70],
+    [7, 137, 67],
+    [7, 138, 65],
+    [7, 139, 63],
+    [7, 140, 61],
+    [7, 142, 59],
+    [7, 143, 56],
+    [7, 144, 54],
+    [7, 145, 52],
+    [7, 147, 49],
+    [7, 148, 47],
+    [7, 149, 44],
+    [7, 150, 42],
+    [7, 151, 39],
+    [7, 153, 37],
+    [7, 154, 34],
+    [8, 155, 31],
+    [8, 156, 29],
+    [8, 157, 26],
+    [8, 159, 23],
+    [8, 160, 20],
+    [8, 161, 18],
+    [8, 162, 15],
+    [8, 163, 12],
+    [8, 165, 10],
+    [8, 166, 8],
+    [12, 167, 8],
+    [15, 168, 8],
+    [17, 169, 8],
+    [18, 170, 8],
+    [20, 171, 8],
+    [22, 173, 8],
+    [24, 174, 8],
+    [26, 175, 8],
+    [29, 176, 8],
+    [32, 177, 9],
+    [35, 178, 9],
+    [38, 179, 9],
+    [41, 180, 9],
+    [45, 181, 9],
+    [48, 182, 9],
+    [52, 183, 9],
+    [56, 184, 9],
+    [59, 185, 9],
+    [63, 186, 9],
+    [67, 187, 9],
+    [71, 188, 9],
+    [75, 189, 9],
+    [79, 190, 9],
+    [83, 190, 9],
+    [87, 191, 9],
+    [91, 192, 9],
+    [95, 193, 9],
+    [99, 193, 9],
+    [103, 194, 9],
+    [107, 195, 9],
+    [111, 196, 9],
+    [116, 196, 9],
+    [120, 197, 9],
+    [124, 198, 10],
+    [128, 198, 10],
+    [133, 199, 10],
+    [137, 199, 10],
+    [141, 200, 10],
+    [145, 200, 10],
+    [150, 201, 10],
+    [154, 201, 10],
+    [158, 202, 10],
+    [163, 202, 10],
+    [167, 202, 10],
+    [171, 203, 10],
+    [175, 203, 10],
+    [180, 203, 10],
+    [184, 204, 10],
+    [188, 204, 10],
+    [193, 204, 10],
+    [197, 205, 10],
+    [201, 205, 10],
+    [205, 205, 10],
+    [209, 205, 10],
+    [214, 205, 10],
+    [218, 205, 11],
+    [223, 205, 11],
+    [228, 205, 11],
+    [233, 205, 11],
+    [237, 205, 11],
+    [243, 205, 12],
+    [246, 204, 57],
+    [247, 205, 86],
+    [248, 205, 105],
+    [249, 206, 119],
+    [249, 207, 131],
+    [250, 207, 141],
+    [250, 208, 149],
+    [250, 209, 157],
+    [251, 210, 163],
+    [251, 211, 169],
+    [251, 212, 174],
+    [251, 214, 179],
+    [252, 215, 184],
+    [252, 216, 188],
+    [252, 217, 192],
+    [252, 218, 195],
+    [252, 220, 199],
+    [252, 221, 202],
+    [253, 222, 205],
+    [253, 224, 208],
+    [253, 225, 211],
+    [253, 226, 213],
+    [253, 227, 216],
+    [253, 229, 218],
+    [253, 230, 221],
+    [253, 232, 223],
+    [254, 233, 225],
+    [254, 234, 227],
+    [254, 236, 229],
+    [254, 237, 231],
+    [254, 238, 233],
+    [254, 240, 235],
+    [254, 241, 237],
+    [254, 242, 239],
+    [254, 244, 241],
+    [254, 245, 243],
+    [254, 247, 245],
+    [255, 248, 246],
+    [255, 249, 248],
+    [255, 251, 250],
+    [255, 252, 252],
+    [255, 254, 253],
+    [255, 255, 255],
+];
+
+pub const SMOOTHCOOLWARM: [[u8; 3]; 256] = [
+    [59, 76, 192],
+    [60, 78, 194],
+    [61, 80, 195],
+    [62, 81, 197],
+    [63, 83, 199],
+    [64, 85, 200],
+    [66, 87, 202],
+    [67, 88, 203],
+    [68, 90, 204],
+    [69, 92, 206],
+    [70, 94, 207],
+    [72, 95, 209],
+    [73, 97, 210],
+    [74, 99, 212],
+    [75, 100, 213],
+    [76, 102, 214],
+    [78, 104, 216],
+    [79, 106, 217],
+    [80, 107, 218],
+    [81, 109, 219],
+    [83, 111, 221],
+    [84, 112, 222],
+    [85, 114, 223],
+    [86, 116, 224],
+    [88, 117, 226],
+    [89, 119, 227],
+    [90, 120, 228],
+    [91, 122, 229],
+    [93, 124, 230],
+    [94, 125, 231],
+    [95, 127, 232],
+    [97, 129, 233],
+    [98, 130, 234],
+    [99, 132, 235],
+    [101, 133, 236],
+    [102, 135, 237],
+    [103, 136, 238],
+    [105, 138, 239],
+    [106, 140, 240],
+    [107, 141, 240],
+    [109, 143, 241],
+    [110, 144, 242],
+    [111, 146, 243],
+    [113, 147, 244],
+    [114, 149, 244],
+    [115, 150, 245],
+    [117, 152, 246],
+    [118, 153, 246],
+    [119, 154, 247],
+    [121, 156, 248],
+    [122, 157, 248],
+    [123, 159, 249],
+    [125, 160, 249],
+    [126, 162, 250],
+    [128, 163, 250],
+    [129, 164, 251],
+    [130, 166, 251],
+    [132, 167, 252],
+    [133, 168, 252],
+    [134, 170, 252],
+    [136, 171, 253],
+    [137, 172, 253],
+    [139, 174, 253],
+    [140, 175, 254],
+    [141, 176, 254],
+    [143, 177, 254],
+    [144, 178, 254],
+    [146, 180, 254],
+    [147, 181, 255],
+    [148, 182, 255],
+    [150, 183, 255],
+    [151, 184, 255],
+    [153, 186, 255],
+    [154, 187, 255],
+    [155, 188, 255],
+    [157, 189, 255],
+    [158, 190, 255],
+    [159, 191, 255],
+    [161, 192, 255],
+    [162, 193, 255],
+    [163, 194, 254],
+    [165, 195, 254],
+    [166, 196, 254],
+    [168, 197, 254],
+    [169, 198, 254],
+    [170, 199, 253],
+    [172, 200, 253],
+    [173, 201, 253],
+    [174, 201, 252],
+    [176, 202, 252],
+    [177, 203, 252],
+    [178, 204, 251],
+    [180, 205, 251],
+    [181, 206, 250],
+    [182, 206, 250],
+    [183, 207, 249],
+    [185, 208, 249],
+    [186, 209, 248],
+    [187, 209, 248],
+    [189, 210, 247],
+    [190, 211, 246],
+    [191, 211, 246],
+    [192, 212, 245],
+    [193, 212, 244],
+    [195, 213, 244],
+    [196, 214, 243],
+    [197, 214, 242],
+    [198, 215, 241],
+    [200, 215, 241],
+    [201, 216, 240],
+    [202, 216, 239],
+    [203, 216, 238],
+    [204, 217, 237],
+    [205, 217, 236],
+    [206, 218, 235],
+    [208, 218, 234],
+    [209, 218, 233],
+    [210, 219, 232],
+    [211, 219, 231],
+    [212, 219, 230],
+    [213, 219, 229],
+    [214, 220, 228],
+    [215, 220, 227],
+    [216, 220, 226],
+    [217, 220, 225],
+    [218, 220, 224],
+    [219, 221, 222],
+    [220, 221, 221],
+    [221, 220, 220],
+    [222, 220, 219],
+    [223, 220, 217],
+    [225, 219, 216],
+    [226, 218, 214],
+    [227, 218, 213],
+    [228, 217, 211],
+    [229, 217, 210],
+    [229, 216, 209],
+    [230, 216, 207],
+    [231, 215, 206],
+    [232, 214, 204],
+    [233, 214, 203],
+    [234, 213, 201],
+    [235, 212, 200],
+    [235, 211, 198],
+    [236, 211, 197],
+    [237, 210, 195],
+    [238, 209, 194],
+    [238, 208, 192],
+    [239, 207, 191],
+    [239, 206, 189],
+    [240, 206, 187],
+    [241, 205, 186],
+    [241, 204, 184],
+    [242, 203, 183],
+    [242, 202, 181],
+    [243, 201, 180],
+    [243, 200, 178],
+    [244, 199, 177],
+    [244, 198, 175],
+    [244, 197, 173],
+    [245, 196, 172],
+    [245, 195, 170],
+    [245, 193, 169],
+    [246, 192, 167],
+    [246, 191, 166],
+    [246, 190, 164],
+    [246, 189, 162],
+    [247, 188, 161],
+    [247, 186, 159],
+    [247, 185, 158],
+    [247, 184, 156],
+    [247, 183, 155],
+    [247, 181, 153],
+    [247, 180, 151],
+    [247, 179, 150],
+    [247, 177, 148],
+    [247, 176, 147],
+    [247, 175, 145],
+    [247, 173, 144],
+    [247, 172, 142],
+    [247, 171, 140],
+    [247, 169, 139],
+    [247, 168, 137],
+    [247, 166, 136],
+    [246, 165, 134],
+    [246, 163, 133],
+    [246, 162, 131],
+    [246, 160, 129],
+    [245, 159, 128],
+    [245, 157, 126],
+    [245, 156, 125],
+    [244, 154, 123],
+    [244, 153, 122],
+    [244, 151, 120],
+    [243, 149, 119],
+    [243, 148, 117],
+    [242, 146, 116],
+    [242, 144, 114],
+    [241, 143, 113],
+    [241, 141, 111],
+    [240, 139, 110],
+    [240, 138, 108],
+    [239, 136, 107],
+    [238, 134, 105],
+    [238, 133, 104],
+    [237, 131, 102],
+    [237, 129, 101],
+    [236, 127, 99],
+    [235, 125, 98],
+    [234, 124, 96],
+    [234, 122, 95],
+    [233, 120, 93],
+    [232, 118, 92],
+    [231, 116, 91],
+    [230, 114, 89],
+    [229, 112, 88],
+    [229, 111, 86],
+    [228, 109, 85],
+    [227, 107, 84],
+    [226, 105, 82],
+    [225, 103, 81],
+    [224, 101, 79],
+    [223, 99, 78],
+    [222, 97, 77],
+    [221, 95, 75],
+    [220, 93, 74],
+    [219, 91, 73],
+    [218, 89, 71],
+    [216, 86, 70],
+    [215, 84, 69],
+    [214, 82, 68],
+    [213, 80, 66],
+    [212, 78, 65],
+    [211, 76, 64],
+    [209, 73, 62],
+    [208, 71, 61],
+    [207, 69, 60],
+    [206, 67, 59],
+    [204, 64, 57],
+    [203, 62, 56],
+    [202, 59, 55],
+    [200, 57, 54],
+    [199, 54, 53],
+    [198, 52, 52],
+    [196, 49, 50],
+    [195, 46, 49],
+    [193, 43, 48],
+    [192, 40, 47],
+    [191, 37, 46],
+    [189, 34, 45],
+    [188, 30, 44],
+    [186, 26, 43],
+    [185, 22, 41],
+    [183, 17, 40],
+    [182, 11, 39],
+    [180, 4, 38],
+];
diff --git a/src/utils/mod.rs b/src/utils/mod.rs
index 3d418d9..893343a 100644
--- a/src/utils/mod.rs
+++ b/src/utils/mod.rs
@@ -1,34 +1,32 @@
-use anyhow::Result;
+use anyhow::{anyhow, Result};
 use indicatif::{ProgressBar, ProgressStyle};
 use std::io::{Read, Write};
 use std::path::{Path, PathBuf};
 
 pub mod coco;
-mod turbo;
+pub mod colormap256;
 
-pub use turbo::TURBO;
+pub use colormap256::*;
 
 pub const GITHUB_ASSETS: &str = "https://github.com/jamjamjon/assets/releases/download/v0.0.1";
 pub const CHECK_MARK: &str = "✅";
 pub const CROSS_MARK: &str = "❌";
 pub const SAFE_CROSS_MARK: &str = "❎";
 
-pub fn auto_load<P: AsRef<Path>>(src: P) -> Result<String> {
+pub fn auto_load<P: AsRef<Path>>(src: P, sub: Option<&str>) -> Result<String> {
     let src = src.as_ref();
     let p = if src.is_file() {
         src.into()
     } else {
         let sth = src.file_name().unwrap().to_str().unwrap();
-        let mut p = config_dir();
+        let mut p = home_dir(sub);
         p.push(sth);
-        // download from github assets if not exists in config directory
         if !p.is_file() {
             download(
                 &format!("{}/{}", GITHUB_ASSETS, sth),
                 &p,
                 Some(sth.to_string().as_str()),
-            )
-            .unwrap_or_else(|err| panic!("Fail to load {:?}: {err}", src));
+            )?;
         }
         p
     };
@@ -46,7 +44,7 @@ pub fn download<P: AsRef<Path> + std::fmt::Debug>(
         .get(src)
         .timeout(std::time::Duration::from_secs(2000))
         .call()
-        .unwrap_or_else(|err| panic!("Failed to GET: {}", err));
+        .map_err(|err| anyhow!("Failed to download. {err:?}"))?;
     let ntotal = resp
         .header("Content-Length")
         .and_then(|s| s.parse::<u64>().ok())
@@ -93,7 +91,23 @@ pub fn config_dir() -> PathBuf {
         Some(mut d) => {
             d.push("usls");
             if !d.exists() {
-                std::fs::create_dir_all(&d).expect("Failed to create config directory.");
+                std::fs::create_dir_all(&d).expect("Failed to create usls config directory.");
+            }
+            d
+        }
+        None => panic!("Unsupported operating system. Now support Linux, MacOS, Windows."),
+    }
+}
+
+pub fn home_dir(sub: Option<&str>) -> PathBuf {
+    match dirs::home_dir() {
+        Some(mut d) => {
+            d.push(".usls");
+            if let Some(sub) = sub {
+                d.push(sub);
+            }
+            if !d.exists() {
+                std::fs::create_dir_all(&d).expect("Failed to create usls home directory.");
             }
             d
         }
diff --git a/src/utils/turbo.rs b/src/utils/turbo.rs
deleted file mode 100644
index e9e5518..0000000
--- a/src/utils/turbo.rs
+++ /dev/null
@@ -1,258 +0,0 @@
-pub const TURBO: [[u8; 3]; 256] = [
-    [48, 18, 59],
-    [50, 21, 67],
-    [51, 24, 74],
-    [52, 27, 81],
-    [53, 30, 88],
-    [54, 33, 95],
-    [55, 36, 102],
-    [56, 39, 109],
-    [57, 42, 115],
-    [58, 45, 121],
-    [59, 47, 128],
-    [60, 50, 134],
-    [61, 53, 139],
-    [62, 56, 145],
-    [63, 59, 151],
-    [63, 62, 156],
-    [64, 64, 162],
-    [65, 67, 167],
-    [65, 70, 172],
-    [66, 73, 177],
-    [66, 75, 181],
-    [67, 78, 186],
-    [68, 81, 191],
-    [68, 84, 195],
-    [68, 86, 199],
-    [69, 89, 203],
-    [69, 92, 207],
-    [69, 94, 211],
-    [70, 97, 214],
-    [70, 100, 218],
-    [70, 102, 221],
-    [70, 105, 224],
-    [70, 107, 227],
-    [71, 110, 230],
-    [71, 113, 233],
-    [71, 115, 235],
-    [71, 118, 238],
-    [71, 120, 240],
-    [71, 123, 242],
-    [70, 125, 244],
-    [70, 128, 246],
-    [70, 130, 248],
-    [70, 133, 250],
-    [70, 135, 251],
-    [69, 138, 252],
-    [69, 140, 253],
-    [68, 143, 254],
-    [67, 145, 254],
-    [66, 148, 255],
-    [65, 150, 255],
-    [64, 153, 255],
-    [62, 155, 254],
-    [61, 158, 254],
-    [59, 160, 253],
-    [58, 163, 252],
-    [56, 165, 251],
-    [55, 168, 250],
-    [53, 171, 248],
-    [51, 173, 247],
-    [49, 175, 245],
-    [47, 178, 244],
-    [46, 180, 242],
-    [44, 183, 240],
-    [42, 185, 238],
-    [40, 188, 235],
-    [39, 190, 233],
-    [37, 192, 231],
-    [35, 195, 228],
-    [34, 197, 226],
-    [32, 199, 223],
-    [31, 201, 221],
-    [30, 203, 218],
-    [28, 205, 216],
-    [27, 208, 213],
-    [26, 210, 210],
-    [26, 212, 208],
-    [25, 213, 205],
-    [24, 215, 202],
-    [24, 217, 200],
-    [24, 219, 197],
-    [24, 221, 194],
-    [24, 222, 192],
-    [24, 224, 189],
-    [25, 226, 187],
-    [25, 227, 185],
-    [26, 228, 182],
-    [28, 230, 180],
-    [29, 231, 178],
-    [31, 233, 175],
-    [32, 234, 172],
-    [34, 235, 170],
-    [37, 236, 167],
-    [39, 238, 164],
-    [42, 239, 161],
-    [44, 240, 158],
-    [47, 241, 155],
-    [50, 242, 152],
-    [53, 243, 148],
-    [56, 244, 145],
-    [60, 245, 142],
-    [63, 246, 138],
-    [67, 247, 135],
-    [70, 248, 132],
-    [74, 248, 128],
-    [78, 249, 125],
-    [82, 250, 122],
-    [85, 250, 118],
-    [89, 251, 115],
-    [93, 252, 111],
-    [97, 252, 108],
-    [101, 253, 105],
-    [105, 253, 102],
-    [109, 254, 98],
-    [113, 254, 95],
-    [117, 254, 92],
-    [121, 254, 89],
-    [125, 255, 86],
-    [128, 255, 83],
-    [132, 255, 81],
-    [136, 255, 78],
-    [139, 255, 75],
-    [143, 255, 73],
-    [146, 255, 71],
-    [150, 254, 68],
-    [153, 254, 66],
-    [156, 254, 64],
-    [159, 253, 63],
-    [161, 253, 61],
-    [164, 252, 60],
-    [167, 252, 58],
-    [169, 251, 57],
-    [172, 251, 56],
-    [175, 250, 55],
-    [177, 249, 54],
-    [180, 248, 54],
-    [183, 247, 53],
-    [185, 246, 53],
-    [188, 245, 52],
-    [190, 244, 52],
-    [193, 243, 52],
-    [195, 241, 52],
-    [198, 240, 52],
-    [200, 239, 52],
-    [203, 237, 52],
-    [205, 236, 52],
-    [208, 234, 52],
-    [210, 233, 53],
-    [212, 231, 53],
-    [215, 229, 53],
-    [217, 228, 54],
-    [219, 226, 54],
-    [221, 224, 55],
-    [223, 223, 55],
-    [225, 221, 55],
-    [227, 219, 56],
-    [229, 217, 56],
-    [231, 215, 57],
-    [233, 213, 57],
-    [235, 211, 57],
-    [236, 209, 58],
-    [238, 207, 58],
-    [239, 205, 58],
-    [241, 203, 58],
-    [242, 201, 58],
-    [244, 199, 58],
-    [245, 197, 58],
-    [246, 195, 58],
-    [247, 193, 58],
-    [248, 190, 57],
-    [249, 188, 57],
-    [250, 186, 57],
-    [251, 184, 56],
-    [251, 182, 55],
-    [252, 179, 54],
-    [252, 177, 54],
-    [253, 174, 53],
-    [253, 172, 52],
-    [254, 169, 51],
-    [254, 167, 50],
-    [254, 164, 49],
-    [254, 161, 48],
-    [254, 158, 47],
-    [254, 155, 45],
-    [254, 153, 44],
-    [254, 150, 43],
-    [254, 147, 42],
-    [254, 144, 41],
-    [253, 141, 39],
-    [253, 138, 38],
-    [252, 135, 37],
-    [252, 132, 35],
-    [251, 129, 34],
-    [251, 126, 33],
-    [250, 123, 31],
-    [249, 120, 30],
-    [249, 117, 29],
-    [248, 114, 28],
-    [247, 111, 26],
-    [246, 108, 25],
-    [245, 105, 24],
-    [244, 102, 23],
-    [243, 99, 21],
-    [242, 96, 20],
-    [241, 93, 19],
-    [240, 91, 18],
-    [239, 88, 17],
-    [237, 85, 16],
-    [236, 83, 15],
-    [235, 80, 14],
-    [234, 78, 13],
-    [232, 75, 12],
-    [231, 73, 12],
-    [229, 71, 11],
-    [228, 69, 10],
-    [226, 67, 10],
-    [225, 65, 9],
-    [223, 63, 8],
-    [221, 61, 8],
-    [220, 59, 7],
-    [218, 57, 7],
-    [216, 55, 6],
-    [214, 53, 6],
-    [212, 51, 5],
-    [210, 49, 5],
-    [208, 47, 5],
-    [206, 45, 4],
-    [204, 43, 4],
-    [202, 42, 4],
-    [200, 40, 3],
-    [197, 38, 3],
-    [195, 37, 3],
-    [193, 35, 2],
-    [190, 33, 2],
-    [188, 32, 2],
-    [185, 30, 2],
-    [183, 29, 2],
-    [180, 27, 1],
-    [178, 26, 1],
-    [175, 24, 1],
-    [172, 23, 1],
-    [169, 22, 1],
-    [167, 20, 1],
-    [164, 19, 1],
-    [161, 18, 1],
-    [158, 16, 1],
-    [155, 15, 1],
-    [152, 14, 1],
-    [149, 13, 1],
-    [146, 11, 1],
-    [142, 10, 1],
-    [139, 9, 2],
-    [136, 8, 2],
-    [133, 7, 2],
-    [129, 6, 2],
-    [126, 5, 2],
-    [122, 4, 3],
-];
diff --git a/src/ys/bbox.rs b/src/ys/bbox.rs
index 3612299..856cdc3 100644
--- a/src/ys/bbox.rs
+++ b/src/ys/bbox.rs
@@ -161,6 +161,27 @@ impl Bbox {
         self.confidence
     }
 
+    pub fn label(&self, with_name: bool, with_conf: bool) -> String {
+        let mut label = String::new();
+        if with_name {
+            label.push_str(
+                &self
+                    .name
+                    .as_ref()
+                    .unwrap_or(&self.id.to_string())
+                    .to_string(),
+            );
+        }
+        if with_conf {
+            if with_name {
+                label.push_str(&format!(": {:.4}", self.confidence));
+            } else {
+                label.push_str(&format!("{:.4}", self.confidence));
+            }
+        }
+        label
+    }
+
     pub fn area(&self) -> f32 {
         self.h * self.w
     }
diff --git a/src/ys/keypoint.rs b/src/ys/keypoint.rs
index 8d3fc9c..9476882 100644
--- a/src/ys/keypoint.rs
+++ b/src/ys/keypoint.rs
@@ -215,6 +215,27 @@ impl Keypoint {
         self.name.as_ref()
     }
 
+    pub fn label(&self, with_name: bool, with_conf: bool) -> String {
+        let mut label = String::new();
+        if with_name {
+            label.push_str(
+                &self
+                    .name
+                    .as_ref()
+                    .unwrap_or(&self.id.to_string())
+                    .to_string(),
+            );
+        }
+        if with_conf {
+            if with_name {
+                label.push_str(&format!(": {:.4}", self.confidence));
+            } else {
+                label.push_str(&format!("{:.4}", self.confidence));
+            }
+        }
+        label
+    }
+
     pub fn is_origin(&self) -> bool {
         self.x == 0.0_f32 && self.y == 0.0_f32
     }
diff --git a/src/ys/mask.rs b/src/ys/mask.rs
index 04691a6..89c6476 100644
--- a/src/ys/mask.rs
+++ b/src/ys/mask.rs
@@ -1,23 +1,19 @@
-use geo::{
-    coord, point, polygon, Area, BoundingRect, Centroid, ConvexHull, EuclideanLength, LineString,
-    MinimumRotatedRect, Point, Polygon, Simplify,
-};
+use image::DynamicImage;
 
-use crate::{Bbox, Mbr};
-
-/// Mask
 #[derive(Clone, PartialEq)]
 pub struct Mask {
-    polygon: Polygon,
+    mask: DynamicImage,
+    mask_vec: Vec<u8>,
     id: isize,
     name: Option<String>,
-    confidence: f32,
+    confidence: f32, // placeholder
 }
 
 impl Default for Mask {
     fn default() -> Self {
         Self {
-            polygon: polygon![],
+            mask: DynamicImage::default(),
+            mask_vec: vec![],
             id: -1,
             name: None,
             confidence: 0.,
@@ -28,27 +24,22 @@ impl Default for Mask {
 impl std::fmt::Debug for Mask {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
         f.debug_struct("Mask")
-            // .field("polygons", &self.polygon)
+            // .field("mask", &self.mask)
             .field("id", &self.id)
             .field("name", &self.name)
-            .field("confidence", &self.confidence)
+            // .field("confidence", &self.confidence)
             .finish()
     }
 }
 
 impl Mask {
-    pub fn with_points_imageproc(mut self, points: &[imageproc::point::Point<i32>]) -> Self {
-        // exterior
-        let v = points
-            .iter()
-            .map(|p| coord! { x: p.x as f64, y: p.y as f64})
-            .collect::<Vec<_>>();
-        self.polygon = Polygon::new(LineString::from(v), vec![]);
+    pub fn with_mask(mut self, x: DynamicImage) -> Self {
+        self.mask = x;
         self
     }
 
-    pub fn with_polygon(mut self, x: Polygon) -> Self {
-        self.polygon = x;
+    pub fn with_vec(mut self, vec: &[u8]) -> Self {
+        self.mask_vec = vec.to_vec();
         self
     }
 
@@ -62,6 +53,15 @@ impl Mask {
         self
     }
 
+    pub fn mask(&self) -> &DynamicImage {
+        &self.mask
+    }
+
+    pub fn vec(&self) -> Vec<u8> {
+        // self.mask.to_luma8().into_raw()
+        self.mask_vec.clone()
+    }
+
     pub fn id(&self) -> isize {
         self.id
     }
@@ -73,117 +73,4 @@ impl Mask {
     pub fn confidence(&self) -> f32 {
         self.confidence
     }
-
-    pub fn polygon(&self) -> &Polygon {
-        &self.polygon
-    }
-
-    pub fn is_closed(&self) -> bool {
-        self.polygon.exterior().is_closed()
-    }
-
-    pub fn count(&self) -> usize {
-        self.polygon.exterior().points().len()
-    }
-
-    pub fn perimeter(&self) -> f64 {
-        self.polygon.exterior().euclidean_length()
-    }
-
-    pub fn area(&self) -> f64 {
-        self.polygon.unsigned_area()
-    }
-
-    pub fn centroid(&self) -> Option<(f32, f32)> {
-        self.polygon
-            .centroid()
-            .map(|x| (x.x() as f32, x.y() as f32))
-    }
-
-    pub fn bbox(&self) -> Option<Bbox> {
-        self.polygon.bounding_rect().map(|x| {
-            Bbox::default().with_xyxy(
-                x.min().x as f32,
-                x.min().y as f32,
-                x.max().x as f32,
-                x.max().y as f32,
-            )
-        })
-    }
-
-    pub fn mbr(&self) -> Option<Mbr> {
-        MinimumRotatedRect::minimum_rotated_rect(&self.polygon)
-            .map(|x| Mbr::from_line_string(x.exterior().to_owned()))
-    }
-
-    pub fn convex_hull(mut self) -> Self {
-        self.polygon = self.polygon.convex_hull();
-        self
-    }
-
-    pub fn simplify(mut self, eps: f64) -> Self {
-        self.polygon = self.polygon.simplify(&eps);
-        self
-    }
-
-    pub fn resample(mut self, num_samples: usize) -> Self {
-        let points = self.polygon.exterior().to_owned().into_points();
-        let mut new_points = Vec::new();
-        for i in 0..points.len() {
-            let start_point: Point = points[i];
-            let end_point = points[(i + 1) % points.len()];
-            new_points.push(start_point);
-            let dx = end_point.x() - start_point.x();
-            let dy = end_point.y() - start_point.y();
-            for j in 1..num_samples {
-                let t = (j as f64) / (num_samples as f64);
-                let new_x = start_point.x() + t * dx;
-                let new_y = start_point.y() + t * dy;
-                new_points.push(point! { x: new_x, y: new_y });
-            }
-        }
-        self.polygon = Polygon::new(LineString::from(new_points), vec![]);
-        self
-    }
-
-    pub fn unclip(mut self, delta: f64, width: f64, height: f64) -> Self {
-        let points = self.polygon.exterior().to_owned().into_points();
-        let num_points = points.len();
-        let mut new_points = Vec::with_capacity(points.len());
-        for i in 0..num_points {
-            let prev_idx = if i == 0 { num_points - 1 } else { i - 1 };
-            let next_idx = (i + 1) % num_points;
-
-            let edge_vector = point! {
-                x: points[next_idx].x() - points[prev_idx].x(),
-                y: points[next_idx].y() - points[prev_idx].y(),
-            };
-            let normal_vector = point! {
-                x: -edge_vector.y(),
-                y: edge_vector.x(),
-            };
-
-            let normal_length = (normal_vector.x().powi(2) + normal_vector.y().powi(2)).sqrt();
-            if normal_length.abs() < 1e-6 {
-                new_points.push(points[i]);
-            } else {
-                let normalized_normal = point! {
-                    x: normal_vector.x() / normal_length,
-                    y: normal_vector.y() / normal_length,
-                };
-
-                let new_x = points[i].x() + normalized_normal.x() * delta;
-                let new_y = points[i].y() + normalized_normal.y() * delta;
-                let new_x = new_x.max(0.0).min(width);
-                let new_y = new_y.max(0.0).min(height);
-                new_points.push(point! {
-                    x: new_x,
-                    y: new_y,
-                });
-            }
-        }
-
-        self.polygon = Polygon::new(LineString::from(new_points), vec![]);
-        self
-    }
 }
diff --git a/src/ys/mbr.rs b/src/ys/mbr.rs
index 3417b3e..29cee23 100644
--- a/src/ys/mbr.rs
+++ b/src/ys/mbr.rs
@@ -104,6 +104,27 @@ impl Mbr {
         self.confidence
     }
 
+    pub fn label(&self, with_name: bool, with_conf: bool) -> String {
+        let mut label = String::new();
+        if with_name {
+            label.push_str(
+                &self
+                    .name
+                    .as_ref()
+                    .unwrap_or(&self.id.to_string())
+                    .to_string(),
+            );
+        }
+        if with_conf {
+            if with_name {
+                label.push_str(&format!(": {:.4}", self.confidence));
+            } else {
+                label.push_str(&format!("{:.4}", self.confidence));
+            }
+        }
+        label
+    }
+
     pub fn vertices(&self) -> Vec<Coord> {
         self.ls.0.clone()
     }
diff --git a/src/ys/mod.rs b/src/ys/mod.rs
index d205719..010032c 100644
--- a/src/ys/mod.rs
+++ b/src/ys/mod.rs
@@ -3,6 +3,7 @@ mod embedding;
 mod keypoint;
 mod mask;
 mod mbr;
+mod polygon;
 mod prob;
 mod y;
 
@@ -11,5 +12,6 @@ pub use embedding::Embedding;
 pub use keypoint::Keypoint;
 pub use mask::Mask;
 pub use mbr::Mbr;
+pub use polygon::Polygon;
 pub use prob::Prob;
 pub use y::Y;
diff --git a/src/ys/polygon.rs b/src/ys/polygon.rs
new file mode 100644
index 0000000..cfebd03
--- /dev/null
+++ b/src/ys/polygon.rs
@@ -0,0 +1,209 @@
+use geo::{
+    coord, point, polygon, Area, BoundingRect, Centroid, ConvexHull, EuclideanLength, LineString,
+    MinimumRotatedRect, Point, Simplify,
+};
+
+use crate::{Bbox, Mbr};
+
+#[derive(Clone, PartialEq)]
+pub struct Polygon {
+    polygon: geo::Polygon,
+    id: isize,
+    name: Option<String>,
+    confidence: f32,
+}
+
+impl Default for Polygon {
+    fn default() -> Self {
+        Self {
+            polygon: polygon![],
+            id: -1,
+            name: None,
+            confidence: 0.,
+        }
+    }
+}
+
+impl std::fmt::Debug for Polygon {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        f.debug_struct("Polygon")
+            // .field("polygons", &self.polygon)
+            .field("id", &self.id)
+            .field("name", &self.name)
+            .field("confidence", &self.confidence)
+            .finish()
+    }
+}
+
+impl Polygon {
+    pub fn with_points_imageproc(mut self, points: &[imageproc::point::Point<i32>]) -> Self {
+        // exterior
+        let v = points
+            .iter()
+            .map(|p| coord! { x: p.x as f64, y: p.y as f64})
+            .collect::<Vec<_>>();
+        self.polygon = geo::Polygon::new(LineString::from(v), vec![]);
+        self
+    }
+
+    pub fn with_polygon(mut self, x: geo::Polygon) -> Self {
+        self.polygon = x;
+        self
+    }
+
+    pub fn with_id(mut self, x: isize) -> Self {
+        self.id = x;
+        self
+    }
+
+    pub fn with_name(mut self, x: Option<String>) -> Self {
+        self.name = x;
+        self
+    }
+
+    pub fn id(&self) -> isize {
+        self.id
+    }
+
+    pub fn name(&self) -> Option<&String> {
+        self.name.as_ref()
+    }
+
+    pub fn confidence(&self) -> f32 {
+        self.confidence
+    }
+
+    pub fn label(&self, with_name: bool, with_conf: bool) -> String {
+        let mut label = String::new();
+        if with_name {
+            label.push_str(
+                &self
+                    .name
+                    .as_ref()
+                    .unwrap_or(&self.id.to_string())
+                    .to_string(),
+            );
+        }
+        if with_conf {
+            if with_name {
+                label.push_str(&format!(": {:.4}", self.confidence));
+            } else {
+                label.push_str(&format!("{:.4}", self.confidence));
+            }
+        }
+        label
+    }
+
+    pub fn polygon(&self) -> &geo::Polygon {
+        &self.polygon
+    }
+
+    pub fn is_closed(&self) -> bool {
+        self.polygon.exterior().is_closed()
+    }
+
+    pub fn count(&self) -> usize {
+        self.polygon.exterior().points().len()
+    }
+
+    pub fn perimeter(&self) -> f64 {
+        self.polygon.exterior().euclidean_length()
+    }
+
+    pub fn area(&self) -> f64 {
+        self.polygon.unsigned_area()
+    }
+
+    pub fn centroid(&self) -> Option<(f32, f32)> {
+        self.polygon
+            .centroid()
+            .map(|x| (x.x() as f32, x.y() as f32))
+    }
+
+    pub fn bbox(&self) -> Option<Bbox> {
+        self.polygon.bounding_rect().map(|x| {
+            Bbox::default().with_xyxy(
+                x.min().x as f32,
+                x.min().y as f32,
+                x.max().x as f32,
+                x.max().y as f32,
+            )
+        })
+    }
+
+    pub fn mbr(&self) -> Option<Mbr> {
+        MinimumRotatedRect::minimum_rotated_rect(&self.polygon)
+            .map(|x| Mbr::from_line_string(x.exterior().to_owned()))
+    }
+
+    pub fn convex_hull(mut self) -> Self {
+        self.polygon = self.polygon.convex_hull();
+        self
+    }
+
+    pub fn simplify(mut self, eps: f64) -> Self {
+        self.polygon = self.polygon.simplify(&eps);
+        self
+    }
+
+    pub fn resample(mut self, num_samples: usize) -> Self {
+        let points = self.polygon.exterior().to_owned().into_points();
+        let mut new_points = Vec::new();
+        for i in 0..points.len() {
+            let start_point: Point = points[i];
+            let end_point = points[(i + 1) % points.len()];
+            new_points.push(start_point);
+            let dx = end_point.x() - start_point.x();
+            let dy = end_point.y() - start_point.y();
+            for j in 1..num_samples {
+                let t = (j as f64) / (num_samples as f64);
+                let new_x = start_point.x() + t * dx;
+                let new_y = start_point.y() + t * dy;
+                new_points.push(point! { x: new_x, y: new_y });
+            }
+        }
+        self.polygon = geo::Polygon::new(LineString::from(new_points), vec![]);
+        self
+    }
+
+    pub fn unclip(mut self, delta: f64, width: f64, height: f64) -> Self {
+        let points = self.polygon.exterior().to_owned().into_points();
+        let num_points = points.len();
+        let mut new_points = Vec::with_capacity(points.len());
+        for i in 0..num_points {
+            let prev_idx = if i == 0 { num_points - 1 } else { i - 1 };
+            let next_idx = (i + 1) % num_points;
+
+            let edge_vector = point! {
+                x: points[next_idx].x() - points[prev_idx].x(),
+                y: points[next_idx].y() - points[prev_idx].y(),
+            };
+            let normal_vector = point! {
+                x: -edge_vector.y(),
+                y: edge_vector.x(),
+            };
+
+            let normal_length = (normal_vector.x().powi(2) + normal_vector.y().powi(2)).sqrt();
+            if normal_length.abs() < 1e-6 {
+                new_points.push(points[i]);
+            } else {
+                let normalized_normal = point! {
+                    x: normal_vector.x() / normal_length,
+                    y: normal_vector.y() / normal_length,
+                };
+
+                let new_x = points[i].x() + normalized_normal.x() * delta;
+                let new_y = points[i].y() + normalized_normal.y() * delta;
+                let new_x = new_x.max(0.0).min(width);
+                let new_y = new_y.max(0.0).min(height);
+                new_points.push(point! {
+                    x: new_x,
+                    y: new_y,
+                });
+            }
+        }
+
+        self.polygon = geo::Polygon::new(LineString::from(new_points), vec![]);
+        self
+    }
+}
diff --git a/src/ys/y.rs b/src/ys/y.rs
index ed1083d..24c5ec3 100644
--- a/src/ys/y.rs
+++ b/src/ys/y.rs
@@ -1,4 +1,4 @@
-use crate::{Bbox, Keypoint, Mask, Mbr, Prob};
+use crate::{Bbox, Keypoint, Mask, Mbr, Polygon, Prob};
 
 #[derive(Clone, PartialEq, Default)]
 pub struct Y {
@@ -6,14 +6,14 @@ pub struct Y {
     bboxes: Option<Vec<Bbox>>,
     keypoints: Option<Vec<Vec<Keypoint>>>,
     mbrs: Option<Vec<Mbr>>,
-    masks: Option<Vec<Mask>>,
+    polygons: Option<Vec<Polygon>>,
     texts: Option<Vec<String>>,
-    pixels: Option<Vec<u8>>,
+    masks: Option<Vec<Mask>>,
 }
 
 impl std::fmt::Debug for Y {
     fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
-        let mut f = f.debug_struct("Results");
+        let mut f = f.debug_struct("Result");
         if let Some(x) = &self.texts {
             if !x.is_empty() {
                 f.field("Texts", &x);
@@ -37,14 +37,14 @@ impl std::fmt::Debug for Y {
                 f.field("Keypoints", &x);
             }
         }
-        if let Some(x) = &self.masks {
+        if let Some(x) = &self.polygons {
             if !x.is_empty() {
-                f.field("Masks", &x);
+                f.field("Polygons", &x);
             }
         }
-        if let Some(x) = &self.pixels {
+        if let Some(x) = &self.masks {
             if !x.is_empty() {
-                f.field("Pixels", &x);
+                f.field("Masks", &x);
             }
         }
         f.finish()
@@ -52,8 +52,8 @@ impl std::fmt::Debug for Y {
 }
 
 impl Y {
-    pub fn with_pixels(mut self, pixels: &[u8]) -> Self {
-        self.pixels = Some(pixels.to_vec());
+    pub fn with_masks(mut self, masks: &[Mask]) -> Self {
+        self.masks = Some(masks.to_vec());
         self
     }
 
@@ -81,13 +81,13 @@ impl Y {
         self
     }
 
-    pub fn with_masks(mut self, masks: &[Mask]) -> Self {
-        self.masks = Some(masks.to_vec());
+    pub fn with_polygons(mut self, polygons: &[Polygon]) -> Self {
+        self.polygons = Some(polygons.to_vec());
         self
     }
 
-    pub fn pixels(&self) -> Option<&Vec<u8>> {
-        self.pixels.as_ref()
+    pub fn masks(&self) -> Option<&Vec<Mask>> {
+        self.masks.as_ref()
     }
 
     pub fn probs(&self) -> Option<&Prob> {
@@ -98,8 +98,8 @@ impl Y {
         self.keypoints.as_ref()
     }
 
-    pub fn masks(&self) -> Option<&Vec<Mask>> {
-        self.masks.as_ref()
+    pub fn polygons(&self) -> Option<&Vec<Polygon>> {
+        self.polygons.as_ref()
     }
 
     pub fn bboxes(&self) -> Option<&Vec<Bbox>> {