Indiana University Purdue University Indianapolis

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Plastic Bottle Detection

Object Detection

Plastic Bottle Detection Image Dataset

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Versions
Updated w- Plastic Spray-Bottles
v5
Oct 31, 2023
Spray-Bottle TEST
v4
Oct 10, 2023
Training Model of Plastic Water Bottles - 3
v3
Oct 10, 2023
Training Model of Plastic Water Bottles - 2
v2
Oct 9, 2023
Training Model of Plastic Bottles
v1
Oct 3, 2023
v3

Training Model of Plastic Water Bottles - 3

Generated on Oct 10, 2023
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477 Total Images

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Dataset Split

Train Set 87%
417Images
Valid Set 8%
40Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 45% Maximum Zoom
Saturation: Between -68% and +68%
Exposure: Between -25% and +25%