The assessment of the application of freely distributed libraries for object recognition in the automation of monitoring hazardous areas in the agriculture.

Autor: Yakovleva, E., Bykov, M., Kulakova, E.
Předmět:
Zdroj: AIP Conference Proceedings; 2023, Vol. 2910 Issue 1, p1-4, 4p
Abstrakt: The article conducted a study of the effectiveness of the applicability of a software solution using the open source library OpenCV, coupled with freely distributed pre-trained models in the field of automation of ensuring the security of the agro-industrial complex. The article describes an experiment on the use of recognition algorithms using photographic materials that simulate the monitoring of hazardous areas near heavy agricultural machinery. Conclusions are made regarding the feasibility of the applicability of this software solution in the field of automation of monitoring of hazardous areas of the agro-industrial complex. The scientific novelty of the work lies in evaluating the effectiveness of the application of solutions based on the OpenCV library and free models in the field of labor protection. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index