inspection-qualitee Computer Vision Model
766 Total Images
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Dataset Split
Train Set 88%
672Images
Valid Set 7%
52Images
Test Set 5%
42Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 10% of images
Saturation: Between -25% and +25%
Brightness: Between -21% and +21%
Exposure: Between -9% and +9%
Noise: Up to 0.62% of pixels