Dataset Versions

v10

2024-03-29 6:14pm

Generated on Mar 29, 2024

Dataset Split

Train Set 92%
3039Images
Valid Set 8%
249Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 18 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Shear: ±12° Horizontal, ±14° Vertical
Blur: Up to 2.2px
Noise: Up to 1.61% of pixels