Multi-scene road pothole image detection based on convolutional neural network

Journal of Shanghai Normal University (Natural Sciences)

卷:49

CHEN Peng¹  YING Jun¹ 

[1] College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai 201418, China;

关键词: road pothole;    detection;    convolutional neural network;   

DOI  :  10.3969/J.ISSN.1000-5137.2020.01.015

来源: DOAJ

【 摘 要 】

In this paper,the image was preprocessed firstly,then the dataset was trained and the parameters were adjusted by the convolutional neural network method.The experimental results showed that the performance of the algorithm was better than identifying the potholes directly,which provided a preferable solution for road pothole detection.

【 授权许可】

Unknown