High-altitude parabolic trajectory identification method based on reinforcement learning

Abstract

The invention discloses a high-altitude parabolic trajectory identification method based on reinforcement learning. The method comprises the following steps: acquiring a high-altitude parabolic trajectory image of a monitored window area through an image sensor; preprocessing the high-altitude parabolic trajectory image to obtain preprocessed image information; judging whether the image sensor is shielded or not according to the preprocessed image information; when it is judged that the image sensor is not shielded, inputting the preprocessed image information to a processor, enabling the processor to obtain a pre-training target model after reinforcement learning, and performing high-altitude parabolic object recognition on the preprocessed image information through the pre-training target model to obtain high-altitude parabolic object recognition result information; and enabling the processor to store the high-altitude object throwing identification result information into a data storage unit, a cloud server and a storage so as to train and update the pre-training target model. According to the method, the high-altitude parabolic trajectory is identified through the reinforcement learning model, and the identification accuracy is improved.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a method for identifying high-altitude parabolic trajectories based on reinforcement learning. Background technique [0002] With the further development of economies of scale and the concentration of urban population, the human production and living environment is full of various uncertainties and risks. High-altitude parabolic is called "the pain hanging over the city". It is easy to control and stop, and it is developing rapidly. Once it reaches the completed standard, it will be difficult to be controlled and stopped immediately. Therefore, it will spread rapidly in a very short period of time, causing great damage to public safety. Especially in recent years, the number of civil and criminal cases about high-altitude parabolic behavior has been increasing, and newspapers around the world have also reported incidents of high-altitude parabolic injuries, so peo...

AI Technical Summary

Problems solved by technology

Therefore, there are few ideas on the market to analyze and predict high-altitude parabolic trajectories from the perspective of intelligent prediction algorithms

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