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32 lines
1.7 KiB
Markdown
32 lines
1.7 KiB
Markdown
# mmpose 模型支持列表
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[mmpose](https://github.com/open-mmlab/mmpose) 是一个基于 PyTorch 的姿态估计的开源工具箱，也是 [OpenMMLab](https://openmmlab.com/) 项目的一部分。
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## 安装 mmpose
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参照 [official installation guide](https://mmpose.readthedocs.io/en/latest/install.html)。
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## 支持列表
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| Model | Task | ONNX Runtime | TensorRT | ncnn | PPLNN | OpenVINO | Model config |
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| :-------- | :------------ | :----------: | :------: | :--: | :---: | :------: | :-----------------------------------------------------------------------------------------: |
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| HRNet | PoseDetection | Y | Y | Y | N | Y | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#hrnet-cvpr-2019) |
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| MSPN | PoseDetection | Y | Y | Y | N | Y | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#mspn-arxiv-2019) |
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| LiteHRNet | PoseDetection | Y | Y | Y | N | Y | [config](https://mmpose.readthedocs.io/en/latest/papers/backbones.html#litehrnet-cvpr-2021) |
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### 使用方法
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```bash
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python tools/deploy.py \
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configs/mmpose/posedetection_tensorrt_static-256x192.py \
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$MMPOSE_DIR/configs/body/2d_kpt_sview_rgb_img/topdown_heatmap/coco/hrnet_w48_coco_256x192.py \
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$MMPOSE_DIR/checkpoints/hrnet_w48_coco_256x192-b9e0b3ab_20200708.pth \
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$MMDEPLOY_DIR/demo/resources/human-pose.jpg \
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--work-dir work-dirs/mmpose/topdown/hrnet/trt \
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--device cuda
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```
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注意事项
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- mmpose 模型需要额外的输入，但我们无法直接获取它。在导出模型时，可以使用 `$MMDEPLOY_DIR/demo/resources/human-pose.jpg` 作为输入。
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