Enroll Course: https://www.udemy.com/course/smart-parking-management-system-with-opencv-python-yolov7/
In today’s rapidly evolving urban landscape, efficient parking management is essential for reducing congestion and improving user experience. The Coursera course titled “Smart Parking Management System with OpenCV, Python, YOLOv11” offers a compelling introduction to building an AI-powered vehicle parking system that leverages cutting-edge computer vision technology. Designed for both beginners and intermediate learners, this hands-on course guides students through the process of developing a real-time parking occupancy tracker using the pre-trained YOLOv11 VisDrone model combined with Flask for web visualization.
The course starts by setting up your development environment with Python and essential libraries such as OpenCV, Flask, and NumPy. It then delves into vehicle detection and tracking using YOLOv11, addressing real-world challenges like occlusion, lighting variations, and crowded environments. One of the highlights is creating a user-friendly web application that displays live parking occupancy data, making the system practical for real-world deployment in settings like shopping malls, airports, and city parking lots.
What sets this course apart is its practical focus. Participants will learn how to preprocess video streams for optimal detection, optimize the system for real-time performance, and handle diverse environmental conditions. The project-based approach ensures that by the end of the course, learners will have a fully functional parking management system capable of high-accuracy vehicle detection and real-time visualization.
I highly recommend this course to anyone interested in computer vision, AI, or smart city solutions. No prior experience with Flask or YOLO is necessary—just a willingness to learn and experiment. This course empowers you with the skills to develop impactful AI applications for urban infrastructure, making it a valuable addition to your tech toolkit. Enroll now and start building intelligent parking solutions that can make urban life smoother and more efficient.
Enroll Course: https://www.udemy.com/course/smart-parking-management-system-with-opencv-python-yolov7/