1 publication

• Published Subscription 11 Mar 2021

  Region-based Object Detection and Classification using Faster R-CNN

  By Abhishek Mehta, Subhashchandra Desai, Ashish Chaturvedi

  Abstract: With the advent of Deep Learning the machine learning systems are able to recognize and classify objects of interest in an image. Various advancement has been done in the field of object recognition and classification. Our research work focusses on improving the R-CNN, Fast R-CNN, YOLO architecture. The work focused on using Region Proposals Network (RPN) to extract region of interest in an image. RPN outputs an image based on …

  Published in International Journal of Microelectronics and Digital integrated circuits · Vol. 6, Issue 2, 2020 · pp. 22–30 Read article →