Traditional road monitoring relies heavily on manual observation and expensive surveillance infrastructure. Detecting vehicles, checking helmets, verifying number plates, and identifying electric vehicles can be time-consuming and error-prone. An affordable AI-based system is needed that uses a smartphone camera to provide real-time vehicle detection, safety monitoring, number-plate recognition, and violation identification.
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