27,000+ photos
12,500+ people
131 countries

111,000+ photos
74,000+ people
141 countries

90,000+ photos
46,000+ people
141 countries

32,600 photos & video
16,300+ people
20 countries

30,600+ photo and video
15,300+ people
32 countries

9,900+ photos
1,300+ document photos
660+ asian people
27 countries

19,400+ photo and video
9,700+ people
37 countries

10,800+ photos
1,400+ document photos
720+ hispanic people
19 countries

995 photos
199 women
5 different angles
2 stages of hair loss

1055 photos
211 men
5 different angles
6 stages of hair loss

80,000+ photos
5,300+ caucasian people
28 countries

15,000+ photos & video
7,500+ people
30 African countries

647 photos
1000-13,000 people in a crowd
Keypoint detection

20 000+ spine studies
Doctors’ reports
Anomaly segmentation

100 000+ brain studies
Doctors’ reports
Anomaly segmentation

300,000+ selfies,
4 type of medical masks photos
75,000+ people

98,000+ files
50,000+ people
1 selfie and 1 video of each person

30,000+ videos
ISO 30107-3 Presentation Attack
FIDO – Displayed videos on mobile devices, Level B

30,000+ media files
3,500+ people
4 selfies & 4 videos in each set

95,000+ files
6,000+ people
13 selfies & 2 ID photos in each set

4,700+ videos
ISO 30107-3 for Presentation Attack
FIDO – Paper printout of face image, Level A

1.2 million+ photos of license plates
33 countries
11 parameters for the data
Segmentation & OCR for each license plate

6,700+ photos of people in the underwear
Segmentation mask for each image
7 classes of data labelling

1,200+ photos
OCR labeling and semantic segmentation of water meters

33,000+ videos
5 types of attacks
Developed according to iBeta lab requirements
«Presentation Attack Detection» Level 2

28,300+ videos
7 types of attacks
Developed according to iBeta lab requirements
«Presentation Attack Detection» Level 1

1000+ photos
400+ people
3 types of skin problems

150 medical studies
443 files
13 diseases/conditions

7,300+ photos
1 selfie & 26 photos in each set