Dataset Versions

v4

2023-06-22 3:43pm

Generated on Jun 22, 2023

Dataset Split

Train Set 97%
1713Images
Valid Set 2%
38Images
Test Set 0%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -12% and +12%
Exposure: Between -12% and +12%
Blur: Up to 1px
Noise: Up to 2% of pixels