Dataset Versions

v5

V5 test - defect one class

Generated on May 19, 2024

Dataset Split

Train Set 88%
378Images
Valid Set 8%
36Images
Test Set 4%
18Images

Preprocessing

Resize: Stretch to 640x360

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%

Similar Projects

See More
32 images 1 model
1.2k images 2 models