Classification Of Traffic Signs By ConvolutionalNeural Networks
Filip Mívalt, Petr Nejedlý · Brno University of Technology Digital Library (Brno University of Technology) · 2018
The paper presented here describes traffic signs classification method based on a convolutional neural network (CNN). The CNN was trained and tested on the public database of German traffic signs with 43 mostly used traffic sign types. Proposed technique achieved overall classification F1 score 89.97 percent on a hidden testing dataset.