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Vehicle Detection Based on Deep Learning

  

  1. 1. Postgraduate Training Bridge, Military Transportation University, Tianjin 300161, China; 
    2. Military Vehicle Department, Military Transportation University, Tianjin 300161, China
  • Received:2017-03-15 Online:2017-08-31 Published:2017-09-01

Abstract:

Aiming at the detection problem of the vehicle in the general detection environment for selfdriving cars, the vehicle detection is transformed into the object
detection in the image, and the object detection algorithm based on deep learning is applied to the detection of the vehicle. A lot of experiments have been carried out to
verify the validity of the detection system by building the image data set of the vehicle. The detection system is an end to end detection system, only needs to input images,
which can quickly and accurately locate the position of the vehicle in the image and predict class probabilities.

Key words: deep learning, vehicle, object detection

CLC Number: