Neural networks modification for solving the traffic signs detection problem

• Published in: IOP conference series. Materials Science and Engineering Vol. 695; no. 1; pp. 12024 - 12029
• Main Authors: Devyatkin, A.V., Filatov, D. M.
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.11.2019
• Subjects: Artificial neural networks; deep neural network; detection; MobileNet; Neural networks; Object recognition; Traffic models; Traffic signs; Training; YOLO

The paper deals with the implementation of the traffic signs detection model on the deep neural network basis. The complexity of the problem lies in the detected objects size. The paper considers the use of modern approaches to the deep neural networks Mobile Net v2 and Tiny YOLO v3 implementation t...