ELECTRA: A Comprehensive Ecosystem for Electric Vehicles and Intelligent Transportation Using YOLO

The “ELECTRA” program resolves important obstacles facing India EV field using adaptable MERN suite and mixing customer-facing and supporting functions. Some of the key features like Google Maps API in emergency braking, BBD100K dataset for assessing autonomous driving risks amongst others, have been quite significant contributors towards the achievement of the project’s objectives. This will involve front end development with interface that is easy to understand and has a journey calculator for those intending to use EVs. The backend builds strong server logic, important APIs, and a powerful database that uses Google Maps API to provide timely information on EV charging stations and also improve journey planning. The use of the bdd100k dataset allows assessments in terms risk of emergency braking, which are crucial for the projects safety. Iterative testing process, user feedback, and adjustments improve platform performance and ease of use. Scalable, responsive and user friendly by deploying in production. Ease of use is promoted using user training and in-depth documentation. In terms of future development, upcoming periodic maintenance and constant improvement, mark the significance of the platform for Indian changing EV environment. ELECTRA helps in promoting the adoption of the electric vehicles through addressing issues like localizing charging points, and optimizing trip planning. Important milestones were achieved such as Journey Cost Calculator, integration of charger locations with google maps API, and utilization of YOLO in the emergency brake system.