Deep Neural Networks for Object Detection

Abstract

Object detection is one of the most basic and challenging tasks in image and video domains. The research on computer vision tasks is getting more and more attention, such as some tasks: object classification, object monitoring, etc. This paper provides a literature review that summarizes the detailed algorithms and application scenarios for object detection. Analysing and summarizing the latest research results in the current Object detection field, and summarize the relevant data sets and evaluation indicators, and based on this, summarize the current research problems in the Object detection field, and discuss the future research challenges in the Object detection field. possible future research directions.