Vladislav Pozharnikov

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TrashcanClassification

Classification

TrashcanClassification Image Dataset

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Versions
2023-03-06 2:54pm
v1
Mar 6, 2023
v1

2023-03-06 2:54pm

Generated on Mar 6, 2023
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1475 Total Images

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Dataset Split

Train Set 87%
1287Images
Valid Set 9%
127Images
Test Set 4%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 50% of images
Saturation: Between -80% and +80%
Noise: Up to 10% of pixels