Dataset Versions

v3

2024-05-31 11:45pm

Generated on May 31, 2024

Dataset Split

Train Set 90%
4671Images
Valid Set 6%
306Images
Test Set 4%
206Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px