SmartBin 0.0 Computer Vision Dataset
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
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.3% of pixels