CleanFD Dataset
Fake image detection dataset for training and evaluation.
Download & Extract
# huggingface_hub 설치 (필요시)
pip install huggingface_hub
# 다운로드
huggingface-cli download leekwoon/cleanfd-dataset --repo-type dataset --local-dir ./cleanfd_data
# 무결성 확인 (선택사항)
cd cleanfd_data
md5sum -c checksums.md5
# 파일 합치기 및 압축 해제
cat data.tar.gz.part_* | tar -xzvf -
Directory Structure
data/
├── train/
│ ├── real/
│ │ ├── coco/
│ │ └── lsun/
│ └── fake/
│ ├── aligned/
│ ├── ldm/
│ ├── sd21_inpainted_*/
│ └── ...
├── val/
│ ├── real/
│ └── fake/
├── test/
│ ├── real/redcaps/
│ └── fake/ (sd, Midjourney, flux, etc.)
└── test_processed/
├── real/
└── fake/
Train Data Sources
- real: COCO, LSUN
- fake:
- aligned (Rajan aligned inversions)
- ldm (Latent Diffusion Model)
- sd21_inpainted_* (B-Free inpainting data)
- lsun_inpaint_* (LSUN inpainting)
Test Data Sources
- real: RedCaps
- fake: SD, Midjourney, Kandinsky, Playground, PixelArt, LCM, Flux, Wuerstchen, Amused, Chameleon, Loki, WildRF