Dataset Versions

v3

2023-08-08 1:58pm

Generated on Aug 8, 2023

Dataset Split

Train Set 87%
3312Images
Valid Set 9%
336Images
Test Set 4%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 0.75px
Noise: Up to 5% of pixels