Research on Robot Path Planning and Design Based on Deep Learning Image Recognition Technology

Abstract

With the gradual popularization of robot applications, the complexity and diversity of
the task requirements of mobile robots are also increasing, and robots are required to
have higher environmental adaptability and mobility in the unstructured complex
environment. Based on this, this paper first analyses the concept of deep learning and
its application in image recognition and path planning. Secondly, it studies the analysis
of image recognition technology based on deep learning. Finally, it gives the robot path
planning and design strategy based on deep learning image recognition technology, and
verifies the adaptability of deep learning in robot autonomous path planning and
design.