Dataset Versions

v4

2023-09-23 4:16am

Generated on Sep 23, 2023

Dataset Split

Train Set 87%
5475Images
Valid Set 8%
525Images
Test Set 4%
262Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 8 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels