Dataset Versions

v5

crack yolov5

Generated on Sep 11, 2024

Dataset Split

Train Set 88%
1026Images
Valid Set 8%
98Images
Test Set 4%
48Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical