Industrial Vision Dataset

v4

2023-07-18 10:18am

Generated on Jul 18, 2023

Dataset 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%

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