Waste Material Management Dataset
Versions
v2
v1
Generated on Sep 29, 2024
73997 Total Images
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Dataset Split
Train Set 87%
64746Images
Valid Set 8%
6166Images
Test Set 4%
3085Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 1.5% of pixels