diabetic_retinopathy Dataset
Versions
v1
2024-09-25 8:56am
Generated on Sep 25, 2024
14842 Total Images
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Dataset Split
Train Set 87%
12978Images
Valid Set 8%
1247Images
Test Set 4%
617Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 256x256
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.02% of pixels