YOLOv8 - Keypoint Detection | YOLOv8-Pose | YOLOv8 pose estimation

Показать описание

Ultralytics released the latest addition to YOLOv8 - Keypoint Detection! 🔥

Pose estimation refers to computer vision techniques that detect human figures in images and videos so that one could determine, for example, where someone's elbow shows up in an image. It works by detecting key points. Keypoint Detection involves simultaneously detecting people and localizing their key points. Keypoints are the same thing as interest points.

Key Point Detection can be used for:
✅ Posture detection
✅ Object pose estimation
✅ Face recognition and matching
✅ Facial emotion recognition

#KeyPointDetection #YOLOv8 #ObjectDetection

Рекомендации по теме

Комментарии

As usual direct to the point. Excellent job. 3 questions:
-why training pose in custom dataset if it is already working in general conditions?
-can yolov8 pose be combined with yolov8 tracker without doing to detection inferences?
-i am considering to pay for the subscription... what would i get?

Thank you again. Top notch honest delivery on you side

bb-andersenaccount

Thanks, but I have a question to ask you, do you know how to get skeleton parameters and save them to a .txt file? I read yolo's docs but didn't see them mention getting this parameter.

minhthanhnguyen

Thanks, but i have some notations can you make zoom in to bigger font

abdelrahimkoura

great tutorial.
can you please suggest me a free keypoints annotation tool to create a custom dataset to build a model later on, roboflow the partner of ultralytics doesn't support keypoints detection, thank you <3

wkmldbp

IN key point detection, how do we know which key point coordinates are for wrist joint ?

shantilalzanwar

Amazing work. I am working with pose detection on a custom dataset. Labeling key points on Label Studio. However, it does not have the option to export in "YOLO" format.
Could you please tell me how to use JSON/CSV format in YOLOv8 for pose detection?
Thank you.

Mamunur-illini

how can I identify the human activities after getting keypoint detection. Thank for your tutorials.

ucduyvo

Is it possible to make a condition on the coordinates of the key points? In which part of the code can I see the coordinates of each key point and apply conditions to it? My goal is to determine the conditions that, for example, if they occur, the position of the person is inappropriate.
thank you so much

soheil

Hello, I am doing pose estimation on my custom dataset using Yolov8n-pose. I am having a problem with the data annotation format. can you tell me a website for data annotation and which format we use for Ultralytics?

MuhammadRashid-huwo

congratulations!!, i am waiting for the next video about the custom dataset with yolo pose. It would be great, if you explain de way to detect keypoint's in a videostreaming. don't take long time please

luis-alberto-nieto

Is there any way to reduce the delay when running real-time detection with cap.read() (webcam or video)?

nhattuyen

how many fps can Jetson nano get with this YOLOv8 detection? What will be the best library with body detection in terms of performance for Jetson nano 4gb? Thanks ❤

xQwertTv

can you teach us on how to implement yolov8 keypoints detection on android?

sanjoetv

this video very helpful for me mam, mam can you explain briefly about Pose Estimation using ComputerVision?

sridharan

mam have you uploaded any video for custom dataset for yolov8 pose

pvtllqn

Can someone please help how to use web cam to do yolo v8 pose estimation?

RSK

Thanks! Can you also run YOLOv8 pose estimation on an OAK-D camera with VPU?

samverhezen

YOLOv8 - Keypoint Detection | YOLOv8-Pose | YOLOv8 pose estimation

YOLOv8 - Keypoint Detection | YOLOv8-Pose | YOLOv8 pose estimation

Train pose detection Yolov8 on custom data | Keypoint detection | Computer vision tutorial

Pose Estimation with Ultralytics YOLOv8 | Episode 6

Unlocking Animal Pose Estimation with YOLOv8: Fine-tuning for Dogs

YOLOv8 - Keypoint Detection | YOLOv8-Pose | YOLOv8 pose estimation Urdu

Key point Detection On Custom Dataset Using YOLOv7 | YOLOv7-Pose on Custom Dataset

Build an AI/ML Tennis Analysis system with YOLO, PyTorch, and Key Point Extraction

Yolov8 FULL TUTORIAL | Detection | Classification | Segmentation | Pose | Computer vision

Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM Model

Official YOLOv7 Pose vs MediaPipe | Full comparison of real-time Pose Estimation | Which is Faster?

Create key point annotations in CVAT - Getting Started With CVAT

YOLOV8 Key point Detection Provided by Ultralytics. #yolov8 #yolov5 #ipl #myers #cpl #pose

How to Extract the Outputs from Ultralytics YOLOv8 Model for Custom Projects | Episode 5

YOLO V8: Football Analytics with SOTA YOLO Model | Object Detection | Computer Vision | AI | DL | ML

YOLOv8 | Real time Key Point extraction using YOLOv8

Object Detection with Pre-trained Ultralytics YOLOv8 Model | Episode 1

Computer Vision for Football Analysis in Python with Yolov8 & OpenCV

YOLOv8 vs YOLO-NAS

Roboflow 6 Minute Intro | Build a Coin Counter with Computer Vision

YoloV8 Pose Estimation and Pose Keypoint Classification using Neural Net PyTorch

YOLOv8 | Object Detection on a Custom Dataset using YOLOv8

Push-up counter using YOLOv7-pose estimation and OpenCV

Real-Time Object Detection using YOLOv8

Train Yolov8 object detection on a custom dataset | Step by step guide | Computer vision tutorial