Multi-Object Tracking with Ultralytics YOLO11

Video Description

In this video 📝, you will learn how to perform Multi-Object Tracking using Ultralytics YOLO. In object tracking, we assign a unique ID to each detected object and track that object throughout the entire video frames. For object detection, we will use the Ultralytics YOLOv11 model, and for object tracking, we will utilize the Ultralytics package, which supports two object tracking algorithms: BoT-SORT and ByteTrack. Additionally, we will demonstrate multithreaded tracking, enabling the capability to run object tracking on multiple video streams simultaneously. *Github Repo* https://github.com/MuhammadMoinFaisal/Multi-Object-Tracking-Ultralytics-YOLO11.git _______________________________________________________________ *🧑🏻‍💻 My AI and Computer Vision Courses⭐* *📙Hands-On RAG Bootcamp: Build Apps with LangGraph & LangChain (13$)* https://www.udemy.com/course/hands-on-rag-bootcamp-build-apps-with-langgraph-langchain/?couponCode=12USDYT *📙Complete Computer Vision Bootcamp: YOLO to Multimodal AI (13$)* https://www.udemy.com/course/complete-computer-vision-bootcamp-yolo-to-multimodal-ai/?couponCode=12USDYT *📚 Generative AI, LLM Apps & AI Agents Masterclass 2025 (13$)* https://www.udemy.com/course/ai-agents-with-n8n-automate-anything-with-no-code/?couponCode=12USDYT *📘 YOLOv12: Custom Object Detection, Tracking & WebApps (13$)* https://www.udemy.com/course/yolov12-custom-object-detection-tracking-webapps/?couponCode=12USDYT *📙 Modern Computer Vision with OpenCV 2025 (13$)* https://www.udemy.com/course/modern-computer-vision-with-opencv/?couponCode=12USDYT *📚 YOLO11 & YOLOv12: Object Detection & Web Apps in Python 2025 (13$)* https://www.udemy.com/course/yolo11-custom-object-detection-web-apps-in-python-2024/?couponCode=12USDYT *📘 AI 4 Everyone: Build Generative AI & Computer Vision Apps (13$)* https://www.udemy.com/course/ai-4-everyone-dive-into-modern-ai-with-llama-31-and-gemini/?couponCode=12USDYT *📙 YOLOv9, YOLOv10 & YOLO11: Learn Object Detection & Web Apps (13$)* https://www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=12USDYT *📕 LangChain: Build 26 LLM Apps with OpenAI, Llama & DeepSeek (14$)* https://www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=13USDYT *📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$)* https://www.udemy.com/course/computer-vision-web-development/?couponCode=12USDYT *📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$)* https://www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=12USDYT *📗 Computer Vision Bootcamp with Python: YOLO, SAM & RF-DETR (13$)* https://www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=12USDYT *📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$)* https://www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=12USDYT *📙 YOLOv8 & YOLO11: Custom Object Detection & Web Apps 2024 (13$)* https://www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=12USDYT *📚 YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & Web Apps in Python 2023 (13$)* https://www.udemy.com/course/yolov7-object-detection-tracking-with-web-app-development/?couponCode=12USDYT _______________________________________________________________ *Support Us on Patreon* https://www.patreon.com/user?u=86750182 _______________________________________________________________ *Don't forget to connect with me* 👉 LinkedIn: https://www.linkedin.com/in/muhammad-moin-7776751a0/ 🤖 GitHub: https://github.com/MuhammadMoinFaisal _______________________________________________________________ *⚒️Freelance Work* https://www.upwork.com/freelancers/~010c0e127772f371efe _______________________________________________________________ *For Consultation Call 📞* https://www.upwork.com/freelancers/~010c0e127772f371efe Happy Coding! ⌛Time Stamps⏳ Introduction & Demo: 00:00 Multi-Object Tracking Documentation: 02:16 Install the Ultralytics Package: 02:41 Multi-Object Tracking with YOLO11 and BoT-SORT/ ByteTrack Algorithm: 04:36 Python Script for Multi-Object Tracking: 15:22 Plotting Tracks Over Time: 21:40 Multithreaded Tracking: 35:50 Tags: #yolo11 #yolov8 #yolo #objectdetection #objecttracking #opencv #pytorch #python #ultralytics #computervision #ai #multiobjecttracking