Dataset Versions

v4

AUG 214x214 no ambi

Generated on Jun 13, 2022

Dataset Split

Train Set 92%
14042Images
Valid Set 6%
916Images
Test Set 2%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 214x214
Modify Classes: 0 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -30° and +30°
Grayscale: Apply to 51% of images