smart-bin-classification Computer Vision Model
Versions
Dataset Version
Generated on Sep 30, 2025
Notes: v1 - 224px resize + auto-contrast + flip, rotate, brightness, blur (3x aug)
37194 Total Images
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Dataset Split
Train Set 88%
32547Images
Valid Set 8%
3098Images
Test Set 4%
1549Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -23% and +23%
Blur: Up to 4.6px