| Database | Version | #Identity | #Image | #Frame | #Video | Download Link |
|---|---|---|---|---|---|---|
| LFW | Raw | 5,749 | 13,233 | - | - | Google Drive, Baidu Drive |
| LFW | Align_250x250 | 5,749 | 13,233 | - | - | Google Drive, Baidu Drive |
| LFW | Align_112x112 | 5,749 | 13,233 | - | - | Google Drive, Baidu Drive |
| CALFW | Raw | 4,025 | 12,174 | - | - | Google Drive, Baidu Drive |
| CALFW | Align_112x112 | 4,025 | 12,174 | - | - | Google Drive, Baidu Drive |
| CPLFW | Raw | 3,884 | 11,652 | - | - | Google Drive, Baidu Drive |
| CPLFW | Align_112x112 | 3,884 | 11,652 | - | - | Google Drive, Baidu Drive |
| CASIA-WebFace | Raw_v1 | 10,575 | 494,414 | - | - | Baidu Drive |
| CASIA-WebFace | Raw_v2 | 10,575 | 494,414 | - | - | Google Drive, Baidu Drive |
| CASIA-WebFace | Clean | 10,575 | 455,594 | - | - | Google Drive, Baidu Drive |
| MS-Celeb-1M | Clean | 100,000 | 5,084,127 | - | - | Google Drive |
| MS-Celeb-1M | Align_112x112 | 85,742 | 5,822,653 | - | - | Google Drive |
| Vggface2 | Clean | 8,631 | 3,086,894 | - | - | Google Drive |
| Vggface2_FP | Align_112x112 | - | - | - | - | Google Drive, Baidu Drive |
| AgeDB | Raw | 570 | 16,488 | - | - | Google Drive, Baidu Drive |
| AgeDB | Align_112x112 | 570 | 16,488 | - | - | Google Drive, Baidu Drive |
| IJB-A | Clean | 500 | 5,396 | 20,369 | 2,085 | Google Drive, Baidu Drive |
| IJB-B | Raw | 1,845 | 21,798 | 55,026 | 7,011 | Google Drive |
| CFP | Raw | 500 | 7,000 | - | - | Google Drive, Baidu Drive |
| CFP | Align_112x112 | 500 | 7,000 | - | - | Google Drive, Baidu Drive |
| Umdfaces | Align_112x112 | 8,277 | 367,888 | - | - | Google Drive, Baidu Drive |
| CelebA | Raw | 10,177 | 202,599 | - | - | Google Drive, Baidu Drive |
| CACD-VS | Raw | 2,000 | 163,446 | - | - | Google Drive, Baidu Drive |
| YTF | Align_344x344 | 1,595 | - | 3,425 | 621,127 | Google Drive, Baidu Drive |
| DeepGlint | Align_112x112 | 180,855 | 6,753,545 | - | - | Google Drive |
| UTKFace | Align_200x200 | - | 23,708 | - | - | Google Drive, Baidu Drive |
- Remark: unzip CASIA-WebFace clean version with
unzip casia-maxpy-clean.zip cd casia-maxpy-clean zip -F CASIA-maxpy-clean.zip --out CASIA-maxpy-clean_fix.zip unzip CASIA-maxpy-clean_fix.zip - Remark: after unzip, get image data & pair ground truths from AgeDB, CFP, LFW and VGGFace2_FP align_112x112 versions with
import numpy as np import bcolz import os def get_pair(root, name): carray = bcolz.carray(rootdir = os.path.join(root, name), mode='r') issame = np.load('{}/{}_list.npy'.format(root, name)) return carray, issame def get_data(data_root): agedb_30, agedb_30_issame = get_pair(data_root, 'agedb_30') cfp_fp, cfp_fp_issame = get_pair(data_root, 'cfp_fp') lfw, lfw_issame = get_pair(data_root, 'lfw') vgg2_fp, vgg2_fp_issame = get_pair(data_root, 'vgg2_fp') return agedb_30, cfp_fp, lfw, vgg2_fp, agedb_30_issame, cfp_fp_issame, lfw_issame, vgg2_fp_issame agedb_30, cfp_fp, lfw, vgg2_fp, agedb_30_issame, cfp_fp_issame, lfw_issame, vgg2_fp_issame = get_data(DATA_ROOT)
- Remark: We share
MS-Celeb-1M_Top1M_MID2Name.tsv(Google Drive, Baidu Drive),VGGface2_ID2Name.csv(Google Drive, Baidu Drive),VGGface2_FaceScrub_Overlap.txt(Google Drive, Baidu Drive),VGGface2_LFW_Overlap.txt(Google Drive, Baidu Drive),CASIA-WebFace_ID2Name.txt(Google Drive, Baidu Drive),CASIA-WebFace_FaceScrub_Overlap.txt(Google Drive, Baidu Drive),CASIA-WebFace_LFW_Overlap.txt(Google Drive, Baidu Drive),FaceScrub_Name.txt(Google Drive, Baidu Drive),LFW_Name.txt(Google Drive, Baidu Drive),LFW_Log.txt(Google Drive, Baidu Drive) to help researchers/engineers quickly remove the overlapping parts between their own private datasets and the public datasets. - Due to release license issue, for other face related databases, please make contact with us in person for more details.