Object detection and recognition system based on computer vision analysis

doi:10.1088/1742-6596/1976/1/012024

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 脑机融合与认知评估

	Object detection and recognition system based on computer vision analysis
	Liu,Haitao 1; Li,Yuge 2; Liu,Dongchang1
发表期刊	Journal of Physics: Conference Series
ISSN	1742-6588
	2021-07-01
卷号	1976 期号:1
摘要	Abstract Artificial intelligence based on deep learning enables the machine to have the ability of understanding and cognition, but the application of artificial intelligence technology in supermarket shopping scene is limited. In the post-epidemic era, the contactless self-checkout of unmanned supermarket is more in line with the development needs of modern society. We build Pytorch environment, first to collect pictures of a large number of commodities and labeling information, and training model is obtained by YOLO neural network algorithm, finally through a call to model to realize the recognition of goods. Neural network algorithm is used to improve the recognition rate of goods step by step and achieve the detection and recognition of objects. We have tested our model on the real supermarket commodity data set and the public data set ImageNet, and the results show that our model can achieve a certain practical effect.
关键词	post-epidemic artificial intelligence computer vision deep learning
DOI	10.1088/1742-6596/1976/1/012024
语种	英语
WOS记录号	IOP:1742-6588-1976-1-012024
出版者	IOP Publishing
七大方向——子方向分类	目标检测、跟踪与识别
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/45791
专题	多模态人工智能系统全国重点实验室_脑机融合与认知评估
作者单位	1.Institute of Automation, Chinese Academy of Sciences, Beijing, China 2.Renmin University of China, Beijing, China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Liu,Haitao,Li,Yuge,Liu,Dongchang. Object detection and recognition system based on computer vision analysis[J]. Journal of Physics: Conference Series,2021,1976(1).
APA	Liu,Haitao,Li,Yuge,&Liu,Dongchang.(2021).Object detection and recognition system based on computer vision analysis.Journal of Physics: Conference Series,1976(1).
MLA	Liu,Haitao,et al."Object detection and recognition system based on computer vision analysis".Journal of Physics: Conference Series 1976.1(2021).