Dataset Versions

v1

2024-07-09 6:21am

Generated on Jul 9, 2024

Dataset Split

Train Set 96%
3297Images
Valid Set 3%
100Images
Test Set 1%
51Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels