shellsentry clasification V1 Computer Vision Model
1414 Total Images
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Dataset Split
Train Set 87%
1227Images
Valid Set 8%
118Images
Test Set 5%
69Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 1.5px