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Waste Classification

Classification

Waste Classification Image Dataset

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Versions
2024-04-20 11:00pm
v2
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2 months ago
2024-04-20 10:04pm
v1
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2 months ago
v2

2024-04-20 11:00pm

Generated on Apr 20, 2024
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1781 Total Images

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Dataset Split

Train Set 91%
1620Images
Valid Set 6%
107Images
Test Set 3%
54Images

Preprocessing

Auto-Orient: Applied
Static Crop: 19-89% Horizontal Region, 18-82% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 1.01% of pixels