Multi-Object Tracking with Ultralytics YOLO11

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⭐* *📗Build AI Agents with LangChain v1: Deep Agents & Tools 2026 (13$)* https://www.udemy.com/course/build-ai-agents-with-langchain-v1-deep-agents-tools-2026/?couponCode=APRIL13DOLLARS *📗YOLO26 Bootcamp: Real-Time Detection, Segmentation & Pose (13$)* https://www.udemy.com/course/yolo26-bootcamp-real-time-detection-segmentation-pose/?couponCode=APRIL13DOLLARS *📘Hands-On RAG Bootcamp: Build Apps with LangGraph & LangChain (13$)* https://www.udemy.com/course/hands-on-rag-bootcamp-build-apps-with-langgraph-langchain/?couponCode=APRIL13DOLLARS *📙Complete Computer Vision Bootcamp: YOLO to Multimodal AI (13$)* https://www.udemy.com/course/complete-computer-vision-bootcamp-yolo-to-multimodal-ai/?couponCode=APRIL13COUPON *📚 Generative AI, LLM Apps & AI Agents Masterclass 2026 (13$)* https://www.udemy.com/course/ai-agents-with-n8n-automate-anything-with-no-code/?couponCode=APRIL13DOLLARS *📘 YOLOv12 & YOLO26: Custom Object Detection & Web Apps 2026 (13$)* https://www.udemy.com/course/yolov12-custom-object-detection-tracking-webapps/?couponCode=APRIL13DOLLARS *📙 Modern Computer Vision with OpenCV 2026 (13$)* https://www.udemy.com/course/modern-computer-vision-with-opencv/?couponCode=APRIL13DOLLARS *📚 YOLO11 & YOLOv12: Object Detection & Web Apps in Python 2026 (13$)* https://www.udemy.com/course/yolo11-custom-object-detection-web-apps-in-python-2024/?couponCode=APRIL13COUPON *📘 AI 4 Everyone: Build Generative AI & Computer Vision Apps (13$)* https://www.udemy.com/course/ai-4-everyone-dive-into-modern-ai-with-llama-31-and-gemini/?couponCode=APRIL13DOLLARS *📙 YOLOv9, YOLOv10 & YOLO11: Learn Object Detection & Web Apps (13$)* https://www.udemy.com/course/yolov9-learn-object-detection-tracking-with-webapps/?couponCode=APRIL13COUPON *📕 LangChain: Build 26 LLM Apps with OpenAI, Llama & DeepSeek (14$)* https://www.udemy.com/course/learn-langchain-build-12-llm-apps-using-openai-llama-2/?couponCode=APRIL13COUPON *📚 Computer Vision Web Development: YOLOv8 and TensorFlow.js (13$)* https://www.udemy.com/course/computer-vision-web-development/?couponCode=APRIL13COUPON *📕 Learn OpenCV: Build # 30 Apps with OpenCV, YOLOv8 & YOLO-NAS (13$)* https://www.udemy.com/course/learn-opencv-build-30-apps-with-opencv-yolov8-yolo-nas/?couponCode=APRIL13COUPON *📗 Computer Vision Bootcamp with Python: YOLO, SAM & RF-DETR (13$)* https://www.udemy.com/course/yolo-nas-object-detection-tracking-web-app-in-python-2023/?couponCode=APRIL13COUPON *📘 YOLO-NAS The Ultimate Course for Object Detection & Tracking (13$)* https://www.udemy.com/course/yolo-nas-the-ultimate-course-for-object-detection-tracking/?couponCode=APRIL13COUPON *📙 YOLO Object Detection Bootcamp: YOLOv5 to YOLO26 2026 (13$)* https://www.udemy.com/course/yolov8-the-ultimate-course-for-object-detection-tracking/?couponCode=APRIL13DOLLARS *📚 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=APRIL13COUPON _______________________________________________________________ *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