Research and Application of Intelligent Detection Technology Based on Deep Learning Algorithm

Abstract

With the development of computer and information technology, the advancement of sensor technology, the level of intelligent detection technology continues to improve. Manual detection is gradually eliminated, and deep learning algorithms are gradually combined with intelligent detection technology, which has injected new development momentum into the development of detection technology. This article aims to explore the research and application of intelligent detection technology based on deep learning algorithms. This article takes intelligent detection technology as the research object, combined with deep learning algorithms, first analyzes the current existing intelligent detection technology, and then designs an intelligent detection system based on deep learning algorithms, and introduces the various functional modules of the system. This article has verified the effectiveness of the system through system testing. Experimental data shows that the detection accuracy of the system in the training sample is 90.36%, and the detection accuracy of the system in the test sample is 94.4%. It can be seen that the intelligent detection system based on the deep learning algorithm has high detection accuracy.