Smartbin Computer Vision Model
394 Total Images
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Dataset Split
Train Set 86%
339Images
Valid Set 11%
42Images
Test Set 3%
13Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 32% Maximum Zoom
Brightness: Between -30% and +30%