Dataset Versions

v8

2023-09-27 6:18pm

Generated on Sep 27, 2023

Dataset Split

Train Set 89%
1050Images
Valid Set 7%
81Images
Test Set 4%
43Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Cutout: 2 boxes with 4% size each
Mosaic: Applied
Bounding Box: Exposure: Between -20% and +20%