References
- Ren Yu, Liu Quanjin, Huang Zhong, Hu langtao, Liu Guoming. Mask wearing detection algorithm based on fast r-cnn and transfer learning [J] Journal of Anqing Normal University (NATURAL SCIENCE EDITION), 2021, 27(04): 25–30. DOI: 10.13757/j.cnki.cn34-1328/n.2021.04.005.
- Dong Yanhua, Zhang Shumei, Zhao Junli. SSD mask detection based on residual structure [J] Computer technology and development, 2021, 31(12):67–72.
- Cao chengshuo, Yuan Jie. Mask wearing detection method based on Yolo mask algorithm [J] Progress in laser and Optoelectronics, 2021, 58(08):211–218.
- Cheng Tinghao, Cui Yuchao, Wu Xinmiao. Research on mask wearing detection in public places based on yolov4 [J] Modern computer, 2021(16):134–140.
- https://zhuanlan.zhihu.com/p/172121380, 2021-04-2
- Wang hengtao, Zhang Shang, Zhang Chaoyang, Liu Zhanwei Lightweight PCB defect detection based on yolov5 [J / OL] Radio Engineering: 1–9 [2022-05-10] http://h-p.kns.cnki.net.lib-ycfw.xatu.edu.cn/kcms/detail/13.1097.TN.20220509.1015.004.html
- Zhang Xuan, Yan Mingzhong, Zhu Daqi, Guan Yang. Marine ship detection and classification based on YOLOv5 model [J]. Journal of Physics: Conference Series, 2022, 2181(1).
- Li Chao, Cao Yining, Peng Yakun. Research on Automatic Driving Target Detection Based on YOLOv5s [J]. Journal of Physics: Conference Series, 2022, 2171(1).
- Guo Xiaotong, Zuo Min, Yan Wenjing, Zhang Qingchuan, Xie Sijun, Zhong Iker. Behavior monitoring model of kitchen staff based on YOLOv5l and DeepSort techniques [J]. MATEC Web of Conferences, 2022, 355.
- Vadym Slyusar, Mykhailo Protsenko, Anton Chernukha, Vasyl Melkin, Oleh Biloborodov, Mykola Samoilenko, Olena Kravchenko, Halyna Kalynychenko, Anton Rohovyi, Mykhaylo Soloshchuk. Improving the model of object detection on aerial photographs and video in unmanned aerial systems [J]. Eastern-European Journal of Enterprise Technologies, 2022, 1(9).
- He Yi, Li Han Dong Mask wearing recognition in complex scenes based on improved yolov5 model [J] Microprocessor, 2022, 43 (02): 42–46
- Chen Jiping, Chen Yongping, Xie Yi, Zhu Jianqing, Zeng huanqiang Ghost Yolo: lightweight mask face detection algorithm [J / OL] Signal processing: 1–13 [2022-05-10] http://h-p.kns.cnki.net.lib-ycfw.xatu.edu.cn/kcms/detail/11.2406.TN.20220322.1023.002.html
- Wang Xinran, Tian Qichuan, Zhang Dong Overview of research on wearing detection of face masks [J / OL] Computer engineering and application: 1–15 [2022-05-10] http://h-p.kns.cnki.net.lib-ycfw.xatu.edu.cn/kcms/detail/11.2127.TP.20220124.1558.014.html
- Guo Lei, Wang Qiulong, Xue Wei, Guo Ji Mask wearing detection in dim light based on attention mechanism [J] Journal of University of Electronic Science and technology, 2022, 51 (01): 123–129
- Yu Shuo, Li Hui, GUI Fangjun, Yang Yanqi, LV Chenyang Research on real-time detection algorithm of mask wearing based on yolov5 in complex scenes [J] Computer measurement and control, 2021, 29 (12): 188–194 DOI: 10.16526/j.cnki.11-4762/tp.2021.12.035.
- Zhu Xinpeng, Li Dan Detection system for wearing masks in railway station based on yolo5face [J] Electronic testing, 2021 (24): 50–52 DOI: 10.16520/j.cnki.1000-8519.2021.24.017.
- Chen Zhaojun, Chu Jun, Zeng lunjie. Multi category mask wearing detection based on dynamic weighted category balance loss [J / OL] Journal of graphics: 1–10 [2022-04-26].
- Zhang Qian. Research on acceleration of SAR image target detection algorithm based on deep learning [D] Beijing Jiaotong University, 2021. DOI: 10.26944/d.cnki.gbfju.2021.000566.
- Li Bao. Design and implementation of pedestrian detection algorithm based on deep learning [D] Beijing University of Posts and Telecommunications, 2021. DOI: 10.26969/d.cnki.gbydu.2021.000482.
- Niu Ruixin, Zhao Zhengjian, Zhang Shiyuan, Dang Jie, Du Lu. Ship detection in optical remote sensing image based on FPN feature extraction [J] Radio Engineering, 2021, 51(11): 1296–1302.
- Yu Wenqing. Research and application of natural scene text detection algorithm based on deep learning [D] Hebei University of Geosciences, 2022. DOI: 10.27752/d.cnki.gsjzj.2022.000068.
- Li Yongshang, Ma Ronggui, Zhang Meiyue. Improve the monitoring video traffic flow statistics of yolov5s + deepsort [J] Computer engineering and Application, 2022, 58(05): 271–279.
- Zhang Zhiyan, Li Dan Face detection with mask on campus based on yolo5face [J] Electronic test, 2021 (23): 40–42 + 99 DOI: 10.16520/j.cnki.1000-8519.2021.23.012.
- Fan qinrui, Li Dan Mask face detection based on yolo5face [J] Electronic production, 2021 (19): 61–63 + 8 DOI: 10.16589/j.cnki.cn11-3571/tn.2021.19.019.
- Ye Xingyu Research on mask wearing detection algorithm based on deep learning [J] Information and computer (theoretical Edition), 2021, 33 (18): 72–76
- Zhang Luyao, Han Hua Face mask detection based on yolov5s [J] Intelligent computer and application, 2021, 11 (09): 196–199
- Yu Fangxu, Wang Shuai, Liu Shichao, Liang Peng, Yu Xi Campus mask wearing detection system based on convolutional neural network [J] Electronic components and information technology, 2021, 5 (08): 19–20 + 24 DOI: 10.19772/j.cnki.2096-4455.2021.8.009.
- Peng Cheng, Zhang Qiaohong, Tang Zhaohui, GUI Weihua Research on mask wearing detection method based on yolov5 enhancement model [J] Computer engineering, 2022, 48 (04): 39–49 DOI: 10.19678/j.issn.1000-3428.0061502.
- Liu Qiyuan Research on single-stage complex face detection method [D] People's Public Security University of China, 2021 DOI: 10.27634/d.cnki.gzrgu.2021.000271.
- Tan Shilei, BIE xiongbo, Lu Gonglin, Tan Xiaohu Real time detection of personnel wearing masks based on yolov5 network model [J] Laser journal, 2021, 42 (02): 147–150 DOI: 10.14016/j.cnki.jgzz.2021.02.147.
- Wang Feng Improved yolov5 artificial intelligence detection and recognition algorithm for wearing masks and helmets [J] Architecture and budget, 2020 (11): 67–69 DOI: 10.13993/j.cnki.jzyys.2020.11.021.