SEM_Handle_Detection Computer Vision Model
2688 Total Images
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Dataset Split
Train Set 89%
2385Images
Valid Set 7%
200Images
Test Set 4%
103Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Grayscale: Apply to 15% of images
Brightness: Between -22% and +22%
Noise: Up to 0.81% of pixels