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Update README.md

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@@ -31,10 +31,6 @@ This model was trained to detect sea urchins using the YOLO11 architecture. Trai
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  The model's weights can be found [here](./yolo11x_urchin_trained.pt) | Also available in various formats:
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  - **[PyTorch (best.pt)](./train/weights/best.pt)**: Standard format for PyTorch-based applications.
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- - **[Latest PyTorch Checkpoint (last.pt)](./train/weights/last.pt)**: The latest checkpoint from training.
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- - **[ONNX (best.onnx)](./train/weights/best.onnx)**: ForONNX runtime.
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- - **[TorchScript (best.torchscript)](./train/weights/best.torchscript)**
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- - **[NCNN](./train/weights/best_ncnn_model/model.ncnn.bin)**: Efficient for mobile platforms and embedded systems.
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  # Intended Use
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  - Real-time detections on underwater footage
 
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  The model's weights can be found [here](./yolo11x_urchin_trained.pt) | Also available in various formats:
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  - **[PyTorch (best.pt)](./train/weights/best.pt)**: Standard format for PyTorch-based applications.
 
 
 
 
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  # Intended Use
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  - Real-time detections on underwater footage