Table 3 Summary of the number of images used for training and validating AI-doscopist.

From: AI-doscopist: a real-time deep-learning-based algorithm for localising polyps in colonoscopy videos with edge computing devices

Name of database

Training subset

Validation subset

No. of polyp images

No. of non-lesion images

No. of polyp images

No. of non-lesion images

CVC-ColonDB

297

N/A

82

N/A

CVC-ClinicDB

485

N/A

127

N/A

ETISDB

150

N/A

46

N/A

AsuMayoDBTrain

3237

1842

619

55

CU-ColonDB

634

N/A

164

N/A

ACP-ColonDB530

72,350

116,250

13,973

19,403

Selected Google Images

N/A

2893

N/A

N/A

Total (before augmentation)

77,153

120,985

15,011

19,458

Total (after augmentation)

160,618

130,472

N/A

N/A

Back to article page