Vehicle Counting on Multiple Lanes | YOLOv8 & SORT | Computer Vision Tutorial
🚗 Welcome to a fascinating computer vision tutorial where we dive into the world of vehicle counting using YOLOv8 and the SORT (Simple Online and Realtime Tracking) library! In this tutorial, we explore the implementation of a sophisticated system capable of tracking and counting vehicles in different lanes of the road.
🔍 In this video, we cover:
Setting up YOLOv8 and SORT libraries for vehicle detection and tracking.
Defining custom road zones for multiple lanes.
Real-time tracking of vehicles and counting them in each lane.
Displaying lane-wise vehicle counts using Python and OpenCV.
👨💻 The code and detailed explanation are provided, making it easy for you to follow along and implement your own vehicle counting system. Whether you're a beginner or an experienced developer, this tutorial offers valuable insights into the exciting field of computer vision.
🚀 Don't miss out on this educational journey into computer vision! Watch the tutorial now and enhance your skills in object detection and tracking.
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🔗 Resources Mentioned:
Link to Code: https://github.com/Tech-Watt/Vehicle-...
Link to video file used:https://www.pexels.com/video/traffic-...
#computervision #yolov8 #sorts #objectdetection #VehicleCounting #pythontutorial #opencv #machinelearning #opencvpython #ai #ml