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| Name | Image acquisition | Number of images | Resolution | Uses |
|
| DRIVE [8] | 3-CCD camera with 45-fold view | 20 color fundus testing images.
20 color fundus training images. | 768 × 584 | Exudates, hemorrhages, microaneurysms, and abnormal blood vessels detection |
|
| Image-Ret (DIARETB0, DIARETB1) [9] | 50-fold view | DIARETB0: total 130 images in which 20 images are normal and 110 with DR.
DIARETB1: total 89 images: five images are normal and 84 images with DR. | 1500 × 1152 | Exudates, hemorrhages, microaneurysms, and abnormal blood vessels detection |
|
| Messidor [10] | 3CCD camera at 45-fold view | 1200 images. | 1440 × 960, 2240 × 1488, and 2304 × 1536 | Exudates, hemorrhages, microaneurysms, and abnormal blood vessels detection |
|
| Retinopathy Online Challenge [11] | Canon CR5-45-NM camera at 45-fold view | 100 digital fundus images. | 768 × 576, 1058 × 1061, and 1389 × 1383 | Microaneurysms detection |
|
| e-ophtha_EX [12] | OPHDIAT© Tele-medical network | It contains 47 images with exudates and 35 images with no lesion. | 2048 × 1360 | Exudates detection |
|
| e-ophtha_MA [12] | OPHDIAT© Tele-medical network | It contains 148 images with microaneurysms or small hemorrhages and 233 images with no lesion. | 2048 × 1360 | Microaneurysms detection |
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| STARE [13] | Top con TRV 50 fundus camera at 35-fold view | 400 images. | 605 × 700 | Exudates, hemorrhages, microaneurysms, and abnormal blood vessels detection |
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| HEI-MED [7] | Zeiss Visucam PRO fundus camera at 45-fold view | 169 images in which 115 images are abnormal and 54 images are healthy. | 2196 × 1958 | Exudates detection |
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