Dataset Versions

v7

2024-06-30 3:17am

Generated on Jun 30, 2024

Dataset Split

Train Set 87%
975Images
Valid Set 8%
94Images
Test Set 4%
46Images

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
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels