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  ## Model Details / Overview
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  This model was trained to detect sea urchins using the YOLO11 architecture. Trained on open datasets to identify and locate urchins in various underwater conditions.
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  - **Model Architecture**: YOLO11x
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  - **Task**: Object Detection (Urchin Detection)
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  - **Footage Type**: Underwater Footage
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  - **Classes**: 1 (urchin)
 
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  ## Evaluation of YOLOv11n & YOLOv11x Performance
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  ![results](./results_h.png)
 
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  ## Model Details / Overview
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  This model was trained to detect sea urchins using the YOLO11 architecture. Trained on open datasets to identify and locate urchins in various underwater conditions.
 
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  - **Model Architecture**: YOLO11x
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  - **Task**: Object Detection (Urchin Detection)
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  - **Footage Type**: Underwater Footage
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  - **Classes**: 1 (urchin)
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+ - [Download - yolo11x_urchin_trained ](./yolo11x_urchin_trained.pt)
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  ## Evaluation of YOLOv11n & YOLOv11x Performance
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  ![results](./results_h.png)