Dataset Versions

v6

2024-08-15 7:48pm

Generated on Aug 15, 2024

Dataset Split

Train Set 89%
2865Images
Valid Set 8%
267Images
Test Set 3%
98Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 320x320

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -14° and +14°
Grayscale: Apply to 14% of images
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -12% and +12%
Blur: Up to 1.8px

Similar Projects

See More