Dataset Versions

v5

2023-03-23 2:22pm

Generated on Mar 23, 2023

Dataset Split

Train Set 70%
2815Images
Valid Set 19%
764Images
Test Set 11%
421Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 1
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Noise: Up to 10% of pixels