Product Innovation Lab

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Trash-Classification-Final

Classification

Trash-Classification-Final Image Dataset

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Versions
2022-12-11 7:59pm
v2
Dec 12, 2022
2022-11-05 12:58pm
v1
Nov 5, 2022
v2

2022-12-11 7:59pm

Generated on Dec 12, 2022
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702 Total Images

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Dataset Split

Train Set 87%
612Images
Valid Set 8%
56Images
Test Set 5%
34Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x420

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -27° and +27°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 10px