skunk_works Computer Vision Model
9157 Total Images
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Dataset Split
Train Set 94%
8585Images
Valid Set 4%
343Images
Test Set 2%
229Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -16° and +16°
Exposure: Between -12% and +12%
Noise: Up to 1.69% of pixels