THPT chuyn Nguyn Quang Diu

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Trash Dectection

Classification

Trash Dectection Image Dataset

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Versions
2023-10-19 5:07am
v10
Oct 18, 2023
2023-10-19 5:05am
v9
Oct 18, 2023
2023-10-19 5:02am
v8
Oct 18, 2023
2023-10-19 4:54am
v7
Oct 18, 2023
2023-10-19 4:48am
v6
Oct 18, 2023
2023-10-19 12:01am
v5
Oct 18, 2023
2023-10-08 12:29pm
v3
Oct 8, 2023
2023-10-08 12:14pm
v1
Oct 8, 2023
v10

2023-10-19 5:07am

Generated on Oct 18, 2023
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3810 Total Images

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Dataset Split

Train Set 71%
2703Images
Valid Set 12%
454Images
Test Set 17%
653Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels