defect

defect metal

Instance Segmentation

defect metal Image Dataset

v12

2024-04-05 9:18pm

Generated on Apr 5, 2024

Dataset Split

Train Set 96%
371Images
Valid Set 3%
10Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300
Grayscale: Applied

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -9° and +9°
Saturation: Between -20% and +20%
Brightness: Between -18% and +18%
Noise: Up to 0.21% of pixels