存放最新的手势识别的训练权重 包括yolov4tiny 模型权重 分别包含phi为0,1,2,3的四种模型 以及yolov4模型的权重
Streamlit在线服务器体验网址： https://kedreamix-yologesture.streamlit.app/
HuggingFace在线服务器体验网址：https://huggingface.co/spaces/Kedreamix/YoloGesture
| 训练数据集 | 权值文件名称 | 迭代次数 | Batch-size | 图片shape | 平均准确率 | mAP 0.5 | fps |
|---|---|---|---|---|---|---|---|
| Gesture v1 | yolo4_gesture_weights.pth | 150 | 4->8 | 256x256 | 61.65 | 51.66 | |
| Gesture v2 | yolo4tiny_gesture_SE.pth | 100 | 64->32 | 416x416 | 83.6 | 95.18 | 76.08 |
| Gesture v2 | yolo4tiny_gesture_CBAM.pth | 100 | 64->32 | 416x416 | 89.35 | 98.85 | 70.01 |
| Gesture v2 | yolo4tiny_gesture_ECA.pth | 100 | 64->32 | 416x416 | 88.37 | 96.26 | 77.19 |
| Gesture v2 | yolo4tiny_gesture.pth | 100 | 64->32 | 416x416 | 87.01 | 95.86 | 81.81 |
| Gesture v2 | yolo4_gesture_weightsv2.pth | 100 | 4->8 | 256x256 | 84.51 | 90.77 | 24.21 |
| Gesture v3 | yolov4_tiny.pth | 150 | 64->32 | 416x416 | 75.05 | 91.30 | |
| Gesture v3 | yolov4_SE.pth | 150 | 64->32 | 416x416 | 78.06 | 90.13 | |
| Gesture v3 | yolov4_CBAM.pth | 150 | 64->32 | 416x416 | 91.09 | 94.97 | |
| Gesture v3 | yolov4_ECA.pth | 150 | 64->32 | 416x416 | 94.58 | 83.24 | |
| Gesture v3 | yolov4_weights_ep150_416.pth | 150 | 64->32 | 416x416 | 95.145 | 98.35 | |
| Gesture v3 | yolov4_weights_ep150_608.pth | 150 | 64->32 | 608x608 | 93.64 | 97.23 |
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