With the rapid development of image recognition technology, it has its applications in medical, security and other fields, but this technology has many areas to be improved, such as the accuracy of recognition, real-time and other issues, which have always been a hot research topic in this field. This article involves the development process of image recognition (traditional image processing, machine learning, deep learning), and focuses on the advantages and disadvantages of the popular YOLO algorithm in image recognition. Finally, it describes the technical problems faced by the current target detection technology and the corresponding solutions.
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
Tel.: +1 703 830 6300
Fax: +1 703 830 2300 firstname.lastname@example.org
(Corporate matters and books only) IOS Press c/o Accucoms US, Inc.
For North America Sales and Customer Service
West Point Commons
Lansdale PA 19446
Tel.: +1 866 855 8967
Fax: +1 215 660 5042 email@example.com