Dataset Versions

v12

2024-02-20 10:50am

Generated on Feb 20, 2024

Dataset Split

Train Set 84%
504Images
Valid Set 8%
49Images
Test Set 8%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 5% of images
Noise: Up to 0.93% of pixels