TrashNet YOLO Classification Computer Vision Model
Versions
6060 Total Images
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Dataset Split
Train Set 88%
5304Images
Valid Set 8%
504Images
Test Set 4%
252Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -10° and +10°
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 2% of pixels