My First Project Computer Vision Model
Versions
766 Total Images
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Dataset Split
Train Set 90%
690Images
Valid Set 8%
61Images
Test Set 2%
15Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -16° and +16°
Saturation: Between -32% and +32%
Brightness: Between -22% and +22%
Blur: Up to 3.4px
Noise: Up to 1.76% of pixels