Download the data from: https://drive.google.com/drive/folders/0B7EVK8r0v71pWEZsZE9oNnFzTm8?resourcekey=0-5BR16BdXnb8hVj6CNHKzLg and put it under fairness_last_layer/celeba. The folder should have the following content:
fairness_last_layer/celeba/
├── img_align_celeba
│ ├── 000001.jpg
│ ├── 000002.jpg
│ ├── 000003.jpg
│ └── ...
├── identity_CelebA.txt
├── list_bbox_celeba.txt
├── list_landmarks_celeba.txt
├── list_eval_partition.txt
├── list_attr_celeba.txt
├── list_landmarks_align_celeba.txt
The attribute list of CelebA data is as follows:
cd fairness_last_layer
pip install -r requirements.txt
python CelebA.py --method M2 --alpha 5 --constraint EO --seed 2023
- constraint:
EO,AE,DI,MMF