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mmpose Submodule: Pose Estimation

Our project uses the mmpose toolbox for real-time 2D pose estimation (e.g., RTMPose).

Note: We use mmpose only for inference. Our project does not contain any custom modifications to the mmpose submodule itself.

Setting Up Checkpoints

To run the pose estimation demos, you must download the pre-trained model weights (checkpoints) from the official mmpose repository.

  1. Find a Model: Visit the MMPose Model Zoo to find the checkpoint you need.

    • Example: rtmpose-l_simcc-aic-coco_pt-aic-coco_420e-2S26x192-f016ffe0_20230126.pth
  2. Create Directory: Create a checkpoints/ folder inside the mmpose/ submodule directory.

  3. Place Checkpoint: Download the .pth file and place it inside the new folder.

The final file structure should look like this:

FIAS-.../
├── mmpose/
│   ├── checkpoints/
│   │   └── rtmpose-l_simcc-aic-coco_pt-aic-coco_420e-256x192-f016ffe0_20230126.pth
│   ├── mmpose/
│   ├── tools/
│   └── ... (other mmpose files)
│
├── mmaction2/
└── ... (your project's main files)

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OpenMMLab Pose Estimation Toolbox and Benchmark.

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