AI Sentinel is a groundbreaking project aimed at revolutionizing road safety through the use of cutting-edge deep learning technology to enhance driver awareness. Given the significant role of driver drowsiness in road accidents, there is an urgent need for efficient real-time detection systems for preventive measures. This paper introduces a novel Python-based system for detecting driver drowsine...Show More
Data mining has revolutionized the way organizations preserve and build client relationships. By harnessing large datasets, industries obtain vital perspectives into their consumer desires, interests and behavior that assist more personalized targeted marketing campaigns to be created turning out in the process as even more successful. This study considers the significant impact data mining has on...Show More
India, as an agrarian nation with a population of 1.4 billion, relies heavily on agriculture for livelihoods and food supply. This dependence poses a substantial food security challenge. Furthermore, approximately 90% of our groundwater resources are utilized for crop irrigation, jeopardizing our water security. The conventional reliance on fossil fuels for energy exacerbates environmental issues,...Show More
