Thread Checker Computer Vision Model
301 Total Images
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Dataset Split
Train Set 88%
264Images
Valid Set 8%
25Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Hue: Between -15° and +15°
Exposure: Between -10% and +10%