maudzung / 3D-Human-Pose-Estimation

An implementation of 3D human pose estimation based on 2D keypoints in images

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An implementation of 3D Human Pose Estimation using 2D keypoints in images

Folder structure

    ${ROOT}
    ├──checkpoints/
    ├──datasets/
    ├──human36m_preprocessing/
    ├──logs/
    ├──src/
        ├──config/
        ├──data_process/
        ├──evaluation/
        ├──losses/
        ├──models/
        ├──notebooks/
        ├──train/
        ├──utils/
        ├──README.md

To-do-list

  • Pre-process the dataset
  • Using 2D keypoints as the input of DNN to estimate 3D HPE

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An implementation of 3D human pose estimation based on 2D keypoints in images


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Language:Jupyter Notebook 92.2%Language:Python 7.8%