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Datasets for the Direct Preference for Denoising Diffusion Policy Optimization (D3PO)

Description: The dataset for the image distortion experiment of the anything-v5 model in the paper Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model.

Source Code: The code used to generate this data can be found here.

Directory

d3po_dataset
- epoch1
  - all_img
    - *.png
  - deformed_img
    - *.png
  - json
    - data.json (required for training)
  - prompt.json
  - sample.pkl(required for training)
- epoch2
- ...
- epoch5