Industrial Vision Dataset
v4
2023-07-18 10:18am
Generated on Jul 18, 2023
1681 Total Images
View All ImagesDataset Split
Train Set 87%
1467Images
Valid Set 8%
138Images
Test Set 5%
76Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 20% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -11% and +11%