Real Time Object Detection using Neural Networks: A Comprehensive Survey

Computer vision is nothing but a concept in which a computer or any other machine analyzes a scene like a human eye and performs some tasks accordingly. In the past few years, the research in the area of computer vision has increased on a very large scale due to its numerous applications in video analysis, scene detection, self - driving systems etc. The process of object detection is getting faster and better with development in the fields of neural networks and deep learning domains. In this paper, a comprehensive study is carried out on deep learning and its major component named convolution neural networks (CNN) that are largely used for object detection. At last paper shed lights on the various methods for object detection such as R-CNN, Fast R-CNN and Faster R-CNN and their applications in real world. The object detection applications has leads the world to digital revolution..