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GroupDiff: Diffusion-based Group Portrait Editing

Dataset

Our dataset is developed based on NUS LV Multiple-Human Parsing Dataset v2.0. Please download the source data from the link.

We use MMPose to estimate the pose using the "vitpose_h" model. You can download the pose estimation results from this link.

After downloading the dataset, unzip the file and put them under the dataset folder with the following structure:

./LV-MHP-v2
├── train
    ├── images
    ├── parsing_annos
    └── pose_estimation
└── shhq_dataset
    ├── images
    ├── parsing_annos
    └── pose_estimation

Based on the preprocessed data, we propose a comprehensive training data generation engine to synthesize paired data. The data generation codes can be found here.

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