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* Update imageproc crates * Add top-p method for sampling * Add SVTR for text recognition & bug fix
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,25 +1,33 @@ | ||
| use usls::{models::DB, DataLoader, Options}; | ||
| use usls::{models::DB, Annotator, DataLoader, Options}; | ||
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|
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| fn main() -> Result<(), Box<dyn std::error::Error>> { | ||
| // build model | ||
| let options = Options::default() | ||
| .with_model("../models/ppocr-v4-db-dyn.onnx") | ||
| .with_i00((1, 1, 4).into()) | ||
| .with_i02((608, 640, 960).into()) | ||
| .with_i03((608, 640, 960).into()) | ||
| .with_confs(&[0.7]) | ||
| .with_saveout("DB-Text-Detection") | ||
| .with_dry_run(5) | ||
| .with_i00((1, 4, 8).into()) | ||
| .with_i02((608, 960, 1280).into()) | ||
| .with_i03((608, 960, 1280).into()) | ||
| .with_confs(&[0.4]) | ||
| .with_min_width(5.0) | ||
| .with_min_height(12.0) | ||
| // .with_trt(0) | ||
| // .with_fp16(true) | ||
| .with_profile(true); | ||
| .with_model("../models/ppocr-v4-db-dyn.onnx"); | ||
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|
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| let mut model = DB::new(&options)?; | ||
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| // load image | ||
| let x = DataLoader::try_read("./assets/math.jpg")?; | ||
| let x = vec![DataLoader::try_read("./assets/db.png")?]; | ||
|
|
||
| // run | ||
| let _y = model.run(&[x])?; | ||
| let y = model.run(&x)?; | ||
|
|
||
| // annotate | ||
| let annotator = Annotator::default() | ||
| .with_polygon_color([255u8, 0u8, 0u8]) | ||
| .without_name(true) | ||
| .without_polygons(false) | ||
| .without_bboxes(false) | ||
| .with_saveout("DB-Text-Detection"); | ||
| annotator.annotate(&x, &y); | ||
|
|
||
| Ok(()) | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,19 +1,22 @@ | ||
| use usls::{models::RTDETR, DataLoader, Options, COCO_NAMES_80}; | ||
| use usls::{models::RTDETR, Annotator, DataLoader, Options, COCO_NAMES_80}; | ||
|
|
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| fn main() -> Result<(), Box<dyn std::error::Error>> { | ||
| // build model | ||
| let options = Options::default() | ||
| .with_model("../models/rtdetr-l-f16.onnx") | ||
| .with_confs(&[0.4, 0.15]) // person: 0.4, others: 0.15 | ||
| .with_names(&COCO_NAMES_80) | ||
| .with_saveout("RT-DETR"); | ||
| .with_names(&COCO_NAMES_80); | ||
| let mut model = RTDETR::new(&options)?; | ||
|
|
||
| // build dataloader | ||
| let mut dl = DataLoader::default().load("./assets/bus.jpg")?; | ||
| // load image | ||
| let x = vec![DataLoader::try_read("./assets/bus.jpg")?]; | ||
|
|
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| // run | ||
| model.run(&dl.next().unwrap().0)?; | ||
| let y = model.run(&x)?; | ||
|
|
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| // annotate | ||
| let annotator = Annotator::default().with_saveout("RT-DETR"); | ||
| annotator.annotate(&x, &y); | ||
|
|
||
| Ok(()) | ||
| } |
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