Intelligent marmot identification monitoring system

Abstract

The invention provides an intelligent marmot identification monitoring system. The intelligent marmot identification monitoring system comprises a marmot image acquisition and screening system, an initial system, a characteristic sample library system, a monitoring system, a data integration system and a statistical analysis system, wherein the output end of the marmot image collecting and screening system and the output end of the initial system are connected with the input end of the feature sample system; the output end of the feature sample library system and the output end of the monitoring system are correspondingly connected into the input end of the data integration system; and the output end of the data integration system is connected to the input end of the statistical analysis system. According to the invention, an incremental learning strategy is introduced into the marmot intelligent identification and detection system, wherein ground object elements extracted by the deep learning network are used as sample data to carry out incremental training on the identification and monitoring system, so that the extraction precision of typical ground object elements is improved on the basis of integration of deep learning and incremental learning.

Description

technical field [0001] The invention specifically relates to an intelligent identification and monitoring system for marmots. Background technique [0002] Plague is a natural foci disease. It is a severe infectious disease characterized by acute onset, rapid spread, short course of disease, high fatality rate, and strong infectivity. Plague originated in rodents, mostly in Himalayan marmots, and can cause epidemics in humans; three world plague pandemics have occurred in human history, bringing painful disasters to people all over the world. In recent years, plague has occurred every year in our country, and people's lives and property safety have been seriously threatened. [0003] In August 2005, the Ministry of Health promulgated the National Plague Surveillance Program, which clarified the monitoring content and monitoring methods of each plague focus area. Since then, all parts of the country have carried out plague monitoring work according to this program and report...

AI Technical Summary

Problems solved by technology

However, the monitoring methods of walking, riding, and driving are easily limited by factors such as terrain, climate change, and the technical level of the monitoring personnel in the actual plague monitoring work, which affects the comprehensiveness, accuracy and scientificity of the plague monitoring work. sex

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