Abstract: DRIVESAFE- The Emotive Transport Initiative discovers how transport concepts can improve road safety through the integration of new technologies. This study explored yawning findings, tracking contracts and mobile phones to keep drivers focused and alert on the road. The practice is to use pre-trained models and custom training to achieve accuracy. Regular updates and stringent testing ensure that the model is constantly improved, making it a powerful tool for implementing safety strategies and monitoring control driving in the automotive industry. The aim is to change the transport landscape and provide a safer road for all road users today.This integration is achieved by combining computer vision and audio signal processing. The system adapts to various driving conditions to increase its effectiveness in real situations. The continuous development of the model through revisions makes it responsible for change in thinking. The program helps improve driver care to improve road safety and health.

Keywords: Road safety technology, Emotion detection, Driver monitoring, Transportation safety innovation.

| DOI: 10.17148/IARJSET.2024.11517