Dataset Versions

v1

2024-09-06 7:22am

Generated on Sep 6, 2024

Dataset Split

Train Set 88%
2148Images
Valid Set 8%
203Images
Test Set 4%
103Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels