Table 1.
Dataset | Findings | Size | Availability |
---|---|---|---|
Kvasir-SEG34 | Polyps | 1000 images† | open academic |
HyperKvasir35 | GI findings including polyps | 110,079 images and 374 videos | open academic |
Kvasir-Capsule36 | GI findings including polyps◊ | 4,741,504 images | open academic |
CVC-ColonDB37 | Polyps | 380 images† † | by request• |
ETIS-Larib Polyp DB38 | Polyps | 196 images† | open academic |
EDD202015,39 | GI lesions including polyps | 386 images | open academic |
CVC-ClinicDB40 | Polyps | 612 images† | open academic |
CVC-VideoClinicDB41 | Polyps | 11,954 images† | by request• |
ASU-Mayo polyp database42 | Polyps | 18,781 images† | by request• |
KID43 | Angiectasia, bleeding, inflammations◊ | 2371 images, 47 videos | open academic• |
Atlas of GI Endoscope13 | GI lesions | 1295 images | unknown• |
El salvador atlas12 | GI lesions | 5071 video clips | open academic♣ |
PolypGen (Ours)18,44 | Multi-centre colon polyps | 1537 images† & 2225 video sequence | open academic |
†Including ground truth segmentation masks ‡Contour ◊Video capsule endoscopy •Not available anymore.
♣Medical atlas for education with several low-quality samples of various GI findings.