An Object Detection and Scaling Model for Plastic Waste Sorting

Padalkar, Abhishek and Pathak, Pramod and Stynes, Paul (2021) An Object Detection and Scaling Model for Plastic Waste Sorting. In: CAIP 2021, 20-24 November 2021, Bologna, Italy.

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Abstract

Plastic waste sorting involves the separation of plastic into its individual plastic types. This research proposes an Object Detection and Scaling Model for plastic waste sorting to detect four types of plastics using the WaDaBa dataset. This research compares the Object Detection and Scaling Models Scaled-Yolov4 and EfficientDet. Results demonstrate that Scaled-Yolov4- CSP outperforms the state of the art, Colour-Histogram based Canny-Edge-Gaussian Filter, by 21% accuracy.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: plastic waste sorting object detection and scaling model scaled-yolov4 efficientdet
Subjects: T Technology > T Technology (General)
Depositing User: EAI Editor IV
Date Deposited: 12 Jan 2022 11:07
Last Modified: 12 Jan 2022 11:07
URI: https://eprints.eudl.eu/id/eprint/9590

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