Abstract

Assistance with object detection for deep learning is a major use of deep learning technology. Its powerful feature learning ability and illusion set it apart from other object detection methods. The study goes into detail on deep learning approaches for object detection after introducing the concepts of object detection techniques. Afterwards, it shows the appearance of the This article describes the most popular methods currently in use in the field of deep learning-based object recognition. As mentioned in the methods section, the paper looks at the detection accuracy and real-time model performance, with a focus on the framework design and the fundamental ideas of the models.