Traffic Signboard Recognition and Text Translation System using Word Spotting and Machine Learning

• Published in: ITM Web of Conferences Vol. 50; p. 1010
• Main Authors: Usha, S. M., Kumar, D. Mahesh, Mahesh, H. B.
• Format: Journal Article Conference Proceeding
• Language: English
• Published: Les Ulis EDP Sciences 2022
• Subjects: Algorithms; Artificial neural networks; Cluster analysis; Clustering; English language; Gray scale; Histograms; Machine learning; Model testing; Recognition; Vector quantization

This project will help the non-native people of Karnataka to easily understand the kannada boards and travel easily. The main task of this work is to recognize the kannada traffic text boards and translate that to English language. Histogram equalization is used to find the gap between the character...