Dataset Versions

v1

2024-08-25 3:49am

Generated on Aug 25, 2024

Dataset Split

Train Set 88%
3138Images
Valid Set 8%
287Images
Test Set 4%
150Images

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
Grayscale: Apply to 100% of images
Bounding Box: Blur: Up to 2.5px