eduzhai > Applied Sciences > Transportation >

Vehicle Detection using Faster Regional Convolutional Neural Network

  • Save

... pages left unread,continue reading

Document pages: 5 pages

Abstract: This paper presents a pre-handled faster Regional convolution neural network (faster RCNN) with the end goal of on-street vehicle detection. The framework offers a preprocessing pipeline on speedier RCNN. The preprocessing technique is for the enhancement of preparing and detection speed of Faster RCNN. A preprocessing path detection pipeline based on the Sobel edge administrator and Hough Transform is utilized to recognize paths. A Rectangular district is then removed from the gallery organizes, which is a diminished locale of intrigue (ROI). Results show that the proposed strategy improves the preparation speed of faster RCNN when contrasted with faster RCNN without preprocessing.

Please select stars to rate!


0 comments Sign in to leave a comment.

    Data loading, please wait...