Krishna Patil

This project presents an advanced, AI-powered surveillance system specifically engineered to enhance road safety and enforce traffic regulations concerning two wheeler riders. The system autonomously detects helmet violations and illegal triple-riding-two of the most prevalent and hazardous traffic infractions involving motorcycles-using a synergy of real-time video analysis and deep learning techniques. At the core of the detection pipeline is YOLOv8, a state-of-the-art object detection model acclaimed for its high-speed inference and remarkable accuracy, enabling it to identify motorcyclists, count riders, and determine helmet usage with precision in live video feeds. The visual data is processed using OpenCV, which captures and refines each frame for effective object detection. In tandem with this, the system incorporates an Automatic Number Plate Recognition (ANPR) module, powered by Easy OCR, to accurately extract license plate information from detected vehicles once a violation is confirmed.

Implantology, the study and practice of implantation of artificial devices and materials into the oral tissues, is presently the fastest growing area in dentistry. Dentistry has sought a superior method of tooth replacement through dental implants, which have added options for successful prosthodontic rehabilitation which were formerly unavailable. Dental implants have brought in as much improvisation in dentistry as local anesthetics and fluorides did earlier in the century. They have changed the dentistry's ability to remain contemporary and expanding. Implants can be a good alternative because it can prevent residual alveolar resorption. Other factors that favors early placement of implants in children would include excellent local blood supply, positive immunological resistance, uncomplicated osseous healing. When restoring the edentulous space in young children and adolescents using implants, the basic knowledge of growth and development is essential to assess the implants response to craniofacial growth. Implants behave like ankylotic teeth and fail to move together with the surrounding structures leading to infraocclusion of implants and difficulties with prosthesis