Dataset Versions

v1

2023-08-21 4:00pm

Generated on Aug 21, 2023

Dataset Split

Train Set 92%
3489Images
Valid Set 5%
199Images
Test Set 3%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 4 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels