Chapter 15: Deep learning for accident avoidance in a hostile driving environment
S. Selva Nidhyananthan; R. Newlin Shebiah; B. Vijaya Kumari; K. Gopalakrishnan Department of Electronics and Communication Engineering, Mepco Schlenk Engineering College, Sivakasi, Tamilnadu, India
Abstract
Road traffic accidents are the major cause of accidental deaths in India. Though there are several methods available for accident avoidance, deep learning-based accident avoidance is gaining much attention nowadays. The proposed accident avoidance algorithm involves major steps, like vehicle detection and vehicle localization by semantic segmentation, and finally recognition of the segmented objects. The novelty of the work relies on the driver to ...
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