
AI powered helmet for traffic violation reporting (Source: @the2ndfloorguy on X/Twitter)
AI powered helmet for traffic violation reporting (Source: @the2ndfloorguy on X/Twitter)When you think of Bengaluru, you think of wonderful weather, towering tech offices, delicious dosas and, between all of that... roads that are gridlocked with traffic. As a tourist, the traffic and its miscreants may annoy you from time to time, but for one Bengaluru-based software engineer, it became a nightmare scenario for his commute, and also an opportunity to take matters into his own hands. Frustrated by persistent traffic indiscipline, Pankaj Tanwar has successfully modified a standard motorcycle helmet into an AI-driven surveillance tool designed to flag traffic violations in near real-time.
The project, which Tanwar shared on the social media platform X (formerly Twitter), has quickly gone viral, sparking a debate on the intersection of civic responsibility and "snitch-tech" surveillance.
Real-Time Reporting
The modified helmet uses a sophisticated artificial intelligence system to identify common road offences. According to Tanwar, the device is capable of spotting riders without helmets or those violating lane discipline. Once a violation is detected, the system automatically captures a high-resolution image of the offender’s number plate.

In a move that has divided social media users, the techie designed the device to go a step further than simple detection. The helmet is programmed to transmit the photographic evidence, alongside GPS coordinates and the vehicle's registration details, directly to the local police authorities.

Tanwar accompanied his demonstration with a stern warning to fellow commuters: "Bengaluru people, so now ride safe or regret it."
Peak Bengaluru Innovation
The invention has been hailed by some as "Peak Bengaluru". Supporters of the project suggest that such technology could be integrated into car dashcams or commercial vehicles, perhaps even offering financial incentives for citizens who report legitimate offences.
However, the project is not without its critics. While many praise the engineering feat, others have expressed concerns regarding privacy and the potential for "digital vigilantism." There are also questions regarding the legal admissibility of such evidence when submitted by a private citizen’s unverified device.
A Hobbyist’s Vision
Despite the intense reaction online, Tanwar has clarified that the project was born out of a personal hobby for experimenting with "weird and fun" technology. While the helmet may currently be a prototype, it highlights a growing trend of citizens using low-cost AI to demand better infrastructure and law enforcement.
As Bengaluru continues to grapple with its traffic woes, this AI helmet serves as a stark reminder that in India's Silicon Valley, the next "traffic warden" might just be the commuter riding in the lane next to you.
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