RECYCLABLE PRODUCT CLASSIFICATION BY USING CONVOLUTIONAL NEURAL NETWORK

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Recyclable Product Classification

Classification

Recyclable Product Classification Image Dataset

Versions
80-10-10
v12
Feb 17, 2023
Recyclable Product 80-10-10
v11
Feb 9, 2023
Recyclable Product 70-30
v10
Feb 4, 2023
Recyclable Product 80-20
v4
Feb 4, 2023
Recyclable Product 70-20-10
v2
Feb 4, 2023
v12

80-10-10

Generated on Feb 17, 2023
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2169 Total Images

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Dataset Split

Train Set 92%
1989Images
Valid Set 4%
90Images
Test Set 4%
90Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down