Dataset Versions

v5

2024-07-15 9:02am

Generated on Jul 15, 2024

Dataset Split

Train Set 87%
3867Images
Valid Set 8%
341Images
Test Set 5%
228Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Noise: Up to 1.01% of pixels
Bounding Box: Blur: Up to 0.2px