Research Article

A Comprehensive Convolutional Neural Network Survey to Detect Glaucoma Disease

Table 2

Datasets available for glaucoma detection in OCT and fundus imaging.

No.Dataset nameImagesSourceResolutionType of retinal diseasesField of view (FOV)AvailabilityLinks

1EyePACS 19963EyePACS Program (DR affected patients)2592 × 1224Glaucoma, cataract45Publichttps://www.medicmind.tech/retinal-image-databases
2High-Resolution Fundus (HRF)30Canon CR-1 Fundus Camera3504 × 2336Glaucoma45Publichttps://www5.cs.fau.de/research/data/fundus-images/
3Drishti101Aravind Eye Hospital, Madurai, India2049 × 1757Glaucoma45Publichttps://cvit.iiit.ac.in/projects/mip/drishti-gs/mip-dataset2/enter.php
4ORIGA650SiMES, Fundus Camera3072 × 2048Glaucoma50Publichttps://www.medicmind.tech/retinal-image-databases
5GlaucomaDB452Fundus database1504 × 1000Glaucoma45Publichttp://biomisa.org/glauco%20m%20adb/