Application of Deep Learning Based on Artificial Intelligence in Security Monitoring System

Application of Deep Learning Based on Artificial Intelligence in Security Monitoring System

연구 분야: Infrastructure

학회: CNML '23: Proceedings of the 2023 International Conference on Communication Network and Machine Learning

In the current development, intelligent monitoring system has been applied in all aspects of life and production, which has played a great role and effectively guaranteed the safety of people's lives. Especially after the emergence of artificial intelligence, it has promoted the development of monitoring system and made it more powerful. Based on the deep learning algorithm, a convolutional neural network is constructed, and the images of people and cars collected in bionic eye video surveillance system are used for training. On this basis, several experiments are designed to analyze the characteristics of the deep learning network, which proves that the distribution of samples in the training set and the training with small samples will have a great impact on the training results of deep learning.