Dataset Versions

v6

224 x 224 raw

Generated on Jul 27, 2022

Dataset Split

Train Set 92%
14084Images
Valid Set 6%
916Images
Test Set 2%
294Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Grayscale: Apply to 20% of images