Road Sign Recognition using Lenet5 Network Model

Suraj Singh,Bhupinder Kaur, Sumit Singh, Monika Yadav, Himanshi Sharma, Deepak Kumar Ranjan

2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO)(2021)

Cited 0|Views1
No score
Abstract
This paper proposes a framework that will detect different types of traffic signs from images for Traffic sign recognition and detection in advanced driver support system. In this paper classical LeNet5 network model is used with GTSRB dataset for evaluation purpose. Shape and color are the two main factors that distinguish road signs from other objects. Firstly, preprocessing of an image to highl...
More
Translated text
Key words
Training,Adaptation models,Image recognition,Shape,Computational modeling,Roads,Training data
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined