My First Project Computer Vision Model
10876 Total Images
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Dataset Split
Train Set 94%
10272Images
Valid Set 4%
403Images
Test Set 2%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Blur: Up to 1px