Dataset Versions

v1

2024-07-10 7:51pm

Generated on Jul 10, 2024

Dataset Split

Train Set 89%
8985Images
Valid Set 7%
702Images
Test Set 5%
461Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 11 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels