solder bubble Computer Vision Model
95 Total Images
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Dataset Split
Train Set 87%
83Images
Valid Set 9%
8Images
Test Set 4%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Blur: Up to 2.5px