Deep Learning

Plastic_Detection

Object Detection

Plastic_Detection Image Dataset

v2

Plastic_Detection_v2

Generated on May 30, 2022

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Dataset Split

Train Set 87%
5456Images
Valid Set 8%
522Images
Test Set 4%
263Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -18° and +18°