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Update README.md

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@@ -25,6 +25,9 @@ This model was trained to detect and segment fish in underwater **Grayscale Imag
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  - **Footage Type**: Grayscale Underwater Footage
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  - **Classes**: 1 (Fish)
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  ## Test Results
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  ![GIF description](./yolo11n-seg.gif)
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  - **Footage Type**: Grayscale Underwater Footage
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  - **Classes**: 1 (Fish)
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+ ## Demo Space:
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+ - https://huggingface.co/spaces/noaa-pifsc-ai/YOLO11_Fish-or-No-Fish-Detector-Demo_grayscale
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+
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  ## Test Results
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  ![GIF description](./yolo11n-seg.gif)
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