Update README.md

jamjamjon · Sep 30, 2024 · 64dc804 · 64dc804
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 **`usls`** is a Rust library integrated with **ONNXRuntime** that provides a collection of state-of-the-art models for **Computer Vision** and **Vision-Language** tasks, including:
 
-- **YOLO Models**: [YOLOv5](https://github.com/ultralytics/yolov5), [YOLOv6](https://github.com/meituan/YOLOv6), [YOLOv7](https://github.com/WongKinYiu/yolov7), [YOLOv8](https://github.com/ultralytics/ultralytics), [YOLOv9](https://github.com/WongKinYiu/yolov9), [YOLOv10](https://github.com/THU-MIG/yolov10)
+- **YOLO Models**: [YOLOv5](https://github.com/ultralytics/yolov5), [YOLOv6](https://github.com/meituan/YOLOv6), [YOLOv7](https://github.com/WongKinYiu/yolov7), [YOLOv8](https://github.com/ultralytics/ultralytics), [YOLOv9](https://github.com/WongKinYiu/yolov9), [YOLOv10](https://github.com/THU-MIG/yolov10), [YOLOv11](https://github.com/ultralytics/ultralytics)
 - **SAM Models**: [SAM](https://github.com/facebookresearch/segment-anything), [SAM2](https://github.com/facebookresearch/segment-anything-2), [MobileSAM](https://github.com/ChaoningZhang/MobileSAM), [EdgeSAM](https://github.com/chongzhou96/EdgeSAM), [SAM-HQ](https://github.com/SysCV/sam-hq), [FastSAM](https://github.com/CASIA-IVA-Lab/FastSAM)
 - **Vision Models**: [RTDETR](https://arxiv.org/abs/2304.08069), [RTMO](https://github.com/open-mmlab/mmpose/tree/main/projects/rtmo), [DB](https://arxiv.org/abs/1911.08947), [SVTR](https://arxiv.org/abs/2205.00159), [Depth-Anything-v1-v2](https://github.com/LiheYoung/Depth-Anything), [DINOv2](https://github.com/facebookresearch/dinov2), [MODNet](https://github.com/ZHKKKe/MODNet), [Sapiens](https://arxiv.org/abs/2408.12569)
 - **Vision-Language Models**: [CLIP](https://github.com/openai/CLIP), [BLIP](https://arxiv.org/abs/2201.12086), [GroundingDINO](https://github.com/IDEA-Research/GroundingDINO), [YOLO-World](https://github.com/AILab-CVC/YOLO-World), [Florence2](https://arxiv.org/abs/2311.06242)
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 | [YOLOv6](https://github.com/meituan/YOLOv6)                        | Object Detection                                                                             | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [YOLOv7](https://github.com/WongKinYiu/yolov7)                     | Object Detection                                                                             | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [YOLOv8](https://github.com/ultralytics/ultralytics)                | Object Detection<br>Instance Segmentation<br>Classification<br>Oriented Object Detection<br>Keypoint Detection | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
+| [YOLOv8](https://github.com/ultralytics/ultralytics)                | Object Detection<br>Instance Segmentation<br>Classification<br>Oriented Object Detection<br>Keypoint Detection | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [YOLOv9](https://github.com/WongKinYiu/yolov9)                     | Object Detection                                                                             | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
-| [YOLOv10](https://github.com/THU-MIG/yolov10)                      | Object Detection                                                                             | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
+| [YOLOv11](https://github.com/ultralytics/ultralytics)                | Object Detection<br>Instance Segmentation<br>Classification<br>Oriented Object Detection<br>Keypoint Detection | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [RTDETR](https://arxiv.org/abs/2304.08069)                         | Object Detection                                                                             | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [FastSAM](https://github.com/CASIA-IVA-Lab/FastSAM)                 | Instance Segmentation                                                                         | [demo](examples/yolo)      | ✅       | ✅       | ✅           | ✅           |
 | [SAM](https://github.com/facebookresearch/segment-anything)         | Segment Anything                                                                             | [demo](examples/sam)       | ✅       | ✅       |              |              |