Dataset Versions

v27

2024-05-09 10:22am

Generated on May 9, 2024

Dataset Split

Train Set 90%
8058Images
Valid Set 6%
535Images
Test Set 4%
395Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±6° Horizontal, ±9° Vertical
Saturation: Between -59% and +59%
Blur: Up to 3.2px
Noise: Up to 1.21% of pixels