resistor_detection Computer Vision Model
2585 Total Images
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Dataset Split
Train Set 67%
1736Images
Valid Set 8%
214Images
Test Set 25%
635Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 2
Crop: 0% Minimum Zoom, 23% Maximum Zoom
Blur: Up to 2px