IJIRCSTJournal International Journal of Innovative Research in Computer Science and Technology I S Volume 12 Issue 2 Computer Science & Engineering English March - April 2024 N N Y 2024 04 03 Computer Sciences Helmet Detection and Number Plate Recognition Using YOLOv8 and Tensorflow Algorithm in Machine Learning English Y 91 95 Dipti Prajapati English Y Samishtarani Sabat English N Sanika Bhilare English N Rashmi Vishe English N Prof. Suman Bhujbal English N https://doi.org/10.55524/ijircst.2024.12.2.16 In many suburbs, urban areas and locals across the globe there is a disconcerting surge in motorcycle accidents has become increasingly evident. Even though a helmet is the most important safety gadget, people do not wear it. Yet helmets stand as indispensable guardians shielding riders from the ravages of head injuries, an all-too-common occurrence in the chaotic landscape of accidents. People even knowing the importance of helmet ignore wearing them, which prone to accidents causing head injuries and  elevate the collective standard of road safety therefore it is incumbent upon both the governing bodies and individual riders alike to vigorously champion and enforce the unwavering and meticulous utilization of helmets as an inseparable facet of conscientious motorcycle navigation. English Intrusion detection, K-NN, Naïve - Bayes https://ijircst.org/abstract.php?article_id=1243