---
license: openrail
---
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/](https://kedreamix-yologesture.streamlit.app/)

HuggingFace在线服务器体验网址：[https://huggingface.co/spaces/Kedreamix/YoloGesture](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](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_tiny.pth) |   150    |   64->32   |  416x416  |   75.05    |  91.30  |       |
| Gesture v3 | [yolov4_SE.pth](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_SE.pth) |   150    |   64->32   |  416x416  |   78.06    |  90.13  |       |
| Gesture v3 | [yolov4_CBAM.pth](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_CBAM.pth) |   150    |   64->32   |  416x416  |   91.09    |  94.97  |       |
| Gesture v3 | [yolov4_ECA.pth](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_ECA.pth) |   150    |   64->32   |  416x416  |   94.58    |  83.24  |       |
| Gesture v3 | [yolov4_weights_ep150_416.pth](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_weights_ep150_416.pth) |   150    |   64->32   |  416x416  |   95.145   |  98.35  |       |
| Gesture v3 | [yolov4_weights_ep150_608.pth](https://github.com/Kedreamix/YoloGesture/releases/download/v1.0/yolov4_weights_ep150_608.pth) |   150    |   64->32   |  608x608  |   93.64    |  97.23  |       |