Dataset Versions

v16

2024-05-09 11:44pm

Generated on May 9, 2024

Dataset Split

Train Set 92%
4302Images
Valid Set 8%
351Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -12% and +12%
Noise: Up to 0.22% of pixels