UCLA-VMG / rppg_synthetic

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  1. Dataset prepration

    • BUPT balanced dataset can be downloaded following the intructions in this website link
    • BIDMC PPG dataset can be downloaded in link
  2. Code dependency

    • The generation of synthetic videos is based on the code of DECA. The code of DECA needs to be in put in the same folder as the rppg_generation.ipynb.
  3. The rPPG generation code is in rppg_generation.ipynb and the training of rPPG networks are in prn_training.ipynb.

  4. The pretrained weights for Biofacenet and some samples of real data can be found in the anonymous link: https://drive.google.com/drive/folders/1WJGFVUfi7HvoFAuUV4J_VwxW2GwU_SUw?usp=sharing.

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