Dataset Versions

v3

2023-04-08 12:53pm

Generated on Apr 8, 2023

Dataset Split

Train Set 87%
1059Images
Valid Set 8%
100Images
Test Set 4%
54Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -45% and +45%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical