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Multi-category sorting of plastic waste using Swin Transformer: A vision-based approach.

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第一作者： Zhengyu,Wang

第一单位： The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China. Electronic address: 1910554@tongji.edu.cn.

作者： Zhengyu,Wang ^[1] ; Linhai,Ye ^[2] ; Feng,Chen ^[3] ; Tao,Zhou ^[4] ; Youcai,Zhao ^[5]

作者单位： The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China. Electronic address: 1910554@tongji.edu.cn. ^[1] The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China. Electronic address: 2210511@tongji.edu.cn. ^[2] The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China. Electronic address: stefanchen0526@gmail.com. ^[3] The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China; Shanghai Institute of Pollution Control and Ecological Security, 1515 North Zhongshan Rd. (No. 2), Shanghai, 200092, China. Electronic address: 1410421@tongji.edu.cn. ^[4] The State Key Laboratory of Pollution Control and Resource Reuse, School of Environmental Science and Engineering, Tongji University, 1239 Siping Road, Shanghai, 200092, China; Shanghai Institute of Pollution Control and Ecological Security, 1515 North Zhongshan Rd. (No. 2), Shanghai, 200092, China; Tianfu Yongxing Laboratory, Chengdu, 610213, China. Electronic address: zhaoyoucai@tongji.edu.cn. ^[5]

关键词 Computer vision Deep learning Object detection Plastic waste Swin Transformer

医学主题词塑料(Plastics);废弃物处理(Waste Management);回收(Recycling);垃圾处理(Refuse Disposal)

DOI 10.1016/j.jenvman.2024.122742

PMID 39383749

发布时间 2024-11-16

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