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license: gpl |
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# Rock Paper Scissors Object Detection Model |
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**Created by FRC Team 578** |
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## Description |
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This YOLO v10 small model was trained fr educational purposes only. It is used to illustrate to students how an object detection model works. It was trained for 10 epochs. |
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## Training Data |
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The model trained on 100 images found online. No augmentation of the images were preformed. |
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## Metrics |
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| Class | Images | Instances | Box | R | mAP50 | mAP50-95 | |
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| -------- | ------- | --------- | ------ | ------| ----- | -------- | |
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| all | 100 | 260 | 0.917 | 0.795 | 0.925 | 0.735 | |
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| rock | 69 | 84 | 0.875 | 0.835 | 0.924 | 0.728 | |
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| paper | 56 | 65 | 0.899 | 0.815 | 0.909 | 0.721 | |
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| scissors | 88 | 111 | 0.976 | 0.736 | 0.943 | 0.755 | |
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