ARBEI Computer Vision Model
Versions
10400 Total Images
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Dataset Split
Train Set 90%
9396Images
Valid Set 7%
696Images
Test Set 3%
308Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 10px
Noise: Up to 5% of pixels