Retracted: Speed Limit Signboard Recognition and Audio Alert for Driver Using CNN
M Sakthimohan, Elizabeth Rani G, M. Sornalakshmi, K. Karthigadevi, Dhineshkumar Prasath, Devi Mani
Abstract
This paper deals with designing and implementing an android application for alerting the vehicle driver with the voice alert command. The implementation begins with the speed limit sign Board detection and then the detected image is preprocessed after that CNN has applied in order the extract the features from the detected image and classify the image into one of the 8 classes after the image is classified a voice alert command will be given to the driver using the mobile speaker. The dataset is downloaded from the Kaggle German Traffic Sign detection to train the model, which is a benchmark dataset.
Topics & Concepts
Computer scienceTraffic sign recognitionAndroid (operating system)Benchmark (surveying)Artificial intelligenceSpeech recognitionSpeed limitImage (mathematics)Computer visionTraffic signReal-time computingSign (mathematics)Operating systemEngineeringMathematicsGeodesyGeographyMathematical analysisCivil engineeringVehicle License Plate RecognitionAutonomous Vehicle Technology and SafetyIoT and GPS-based Vehicle Safety Systems