Multispectral data classification with deep CNN for plastic bottle sorting

2021 6th International Conference on Mechanical Engineering and Robotics Research (ICMERR)(2021)

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摘要
Current global trends and green policies indicate the importance of smart waste sorting. Polymer type identification plays a key role in the circular economy model, where high precision is vital to reduce the impurities of recycled plastic flakes. In this paper, we present a robust, high-accuracy plastic bottle polymer type classification using Convolutional Neural Network (CNN). Near-infrared (NI...
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关键词
Support vector machines,Training,Spectroscopy,Stochastic processes,Convolutional neural networks,Polymers,Plastics
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