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YOLO11 | Object Detection, Segmentation, Pose Estimation & Image Classification | Google Colab

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Sep 30, 2024
20:55

Ultralytics YOLO11 is a cutting-edge, state-of-the-art (SOTA) model that surpasses all previous YOLO versions in both speed and accuracy. YOLO11 can be used for a wide range of tasks, including Object Detection, Instance Segmentation, Pose Estimation, and Image Classification. In this video tutorial, we'll explore how to perform object detection, instance segmentation, pose estimation, and image classification using YOLO11. Google Colab Link: https://colab.research.google.com/drive/1lj6g06u5RZQg3eVMhY7SWfhnOc_YCuDX?usp=sharing _______________________________________________________________ *🧑🏻‍💻 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 Ultralytics Github Repo: 02:00 Object Detection: 05:29 Object Segmentation: 10:36 Pose Estimation: 14:10 Image Classification: 18:29 Tags: #yolo11 #yolo #ultralytics #objectdetection #objectsegmentation #instancesegmentation #poseestimation #imageclassification #yolov8 #opencvpython #opencv #computervision #computervisioncourse

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YOLO11 | Object Detection, Segmentation, Pose Estimation & Image Classification | Google Colab | NatokHD