Dataset Versions

v4

2023-03-16 10:26pm

Generated on Mar 17, 2023

Dataset Split

Train Set 87%
1621Images
Valid Set 8%
157Images
Test Set 4%
78Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 14 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -15% and +15%
Bounding Box: Flip: Horizontal, Vertical