YOLO11 Tutorial on Object Detection, Segmentation, Pose Estimation & Image Classification

In this video tutorial, we'll learn how to perform object detection, instance segmentation, pose estimation, and image classification using YOLO11.

Ultralytics YOLO11 is a cutting-edge, state-of-the-art (SOTA) model that builds upon the success of previous YOLO versions and introduces new features and improvements to further boost performance and flexibility. YOLO11 is designed to be fast, accurate, and easy to use, making it an excellent choice for a wide range of object detection and tracking, instance segmentation, image classification and pose estimation tasks.

[sozno]

I can’t get over how good your videos have become. It used to be so hard to hear you without a good microphone. Now I can hear you perfectly. Really great job! The quality is really good now

[happyhome-technoworld]

You are really amazing in explaining the concepts. Much thanks.

[muhammadmujtaba-ai]

I had been into YOLO for 1.5 years, its really interesting to work with such awsm AI advancements.

[mohammadshahid]

Thank you arohi ma'am. For bringing this video.

[thehumbleone]

You're an amazing explainer Aarohi! Keep it up please!

[aniketshinde]

Thanks for giving the overview of YOLO11

[kickheavy]

I’m a video editor trying to set sam2 up on my pc. Im new to coding and environments and I don’t know where to begin. Is there a book you recommend for beginners looking to set up these models up on PC? I need to get a better understanding of what python, PyTorch, pip and all this stuff so I can understand these tutorials better.

[nayanbaishya]

Thank you for such a informative video. I have a question related to keeping multiple versions of cuda. In this video you have shown that you have multiple versions of cuda in your system. Is it possible to install multiple version of cuda in Ubuntu? If possible you may consider making a video on installing and using multiple version of cuda in windows as well as ubuntu.

Thanking you in anticipation.🙏🙏

[learn_with_gaddal]

Great job🥰
I am working on my graduate project about: detecting people in video and classify them in two categories (kids/adulate). I am using CCTV camera in public area. Can you give me some advice please.

[Monsyz]

Please make a video on YOLOV11 Architecture, your YOLOV9 architecture explanation was pretty good :)

[khushbukhushbu]

Thanks for the video ma'am,
Can you please verify whether there is any document or paper stating the architecture of YOLOv11, also the entire code/ model files for YOLO v11?
Thanks

[kentjustinegilig]

hi! thank you for this video! I am making my thesis where I am planning to use yolo11 for labelling drivers if they are drowsy, awake, distracted, and if they are covering the camera for safety reasons can you help me? i just learned coding 2 weeks ago

[beyzaldrar]

onnx particles are formed. I simplified the process to use with opencv. It was not detected at all on JPG. It says the model is inconsistent. How can the model classified with YOLOV11 be used with opencv later?

[senthilvelanm]

i want to extract waterbody, cars and other vehicles from aerial/orthophoto images and save the outline/bounding box as vector files like, AutoCAD file, DXF file or ArcMap SHP file, is there any model available? how to train that? please provide some details .

[k.n.r.sgaming]

Mam I have an AMD gpu.
Is it still cuda will work on my laptop ?

Because I am doing so many burden tasks right now to utilize my gpu. Because of the dataset I have 21000 photos so I need to use gpu. I use torch_directml still don't get

[perfectbigbazzar]

have you published any paper for this for content reference

[ahmadtubaishat]

which yolo i should used to detect the swimming pools ?

[sozno]

Question... how are you managing your CUDA installations? I installed CUDA 12.6 but then realized Torch only goes up to 12.4. I then tried to install CUDA 12.4 and it gave an error part way through the install.

[brpatil_]

Mam can you make a video on Conversational Image Recognition Chatbot. Please it would helpful..

[zainn]

Mam how to make 3d model using 2d images. is there anything there to do this task