Dataset Versions

v11

2024-07-22 7:53am

Generated on Jul 22, 2024

Dataset Split

Train Set 88%
4311Images
Valid Set 7%
341Images
Test Set 5%
231Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480

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