Myopia detection Dataset

v3

2023-11-16 11:24pm

Generated on Nov 16, 2023

Dataset Split

Train Set 88%
3294Images
Valid Set 8%
315Images
Test Set 4%
153Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 3 rows x 3 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Noise: Up to 10% of pixels