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

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0:00 Intro
0:49 Dataset
2:45 Data annotation
10:14 Data format and file system
13:14 Coco keypoint annotation format
19:00 Train model
34:19 Validate model
45:14 Predict samples
52:07 Outro

#computervision #python #posedetection #keypointdetection #machinelearning #objectdetection #poseestimation

Computer vision engineer

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ComputerVisionEngineer

This is the first video that I can find to do custom dataset for pose detection and training beside the human pose. Thank you so much.

richardngweisiong

These are the best yolo walkthroughs hands down. Thanks for sharing!

davidpoling

Spectacular video Felipe !
Greetings from Brazil 🇧🇷

otaviormc

Excelente!!, brillante. El mejor tutorial de pose estimation and keypoints training, 1000 gracias. La simplicidad y humildad de los elegidos, de los verdaderos genios. Gracias, gracias, gracias...ya me suscribí...

maczubel

Even after ~ one year this video is still my reference to tackle pose estimate workflow !

yassinebouchoucha

Amazing!!!
Keep up the good work man💪💪

fifthperson

your videos are so good and easy to follow ive really learned alot thank you.

codys

This is the best project walkthrough I can find till now. By the way love the italian accent. Sounding like the godfather is himself teaching you😂

ejntlkq

This video is great for pose detection. Thank you so much.

pahadiingermany

Excellent Tutorial, really very helpful. I learnt a lot and trained on my own custom dataset. Thank you so much for such a intuitive tutorial😊😊

mahendrakumargohil

I do not find words to thank you, you did a great video!

hamzawi

best aadmi hai bhai maza aagya love you bhai🤎♥

rudranshagrawal

Pretty pretty pretty good tutorial, thank you😀

tanneMadOne

Hi thank you for the video. I just want ask when we annotate is it possible to annotate videos with different positions in the same video ? Like sitting and standing and Kable them separately

malsharasangani

If I just want to ge the coordinate of the keypoint, what should I do?
Execute predict(video, save_txt = true)?

PShowmaKer

I have a question: If I need to key point detect two objects, such as people and animals, in my label file must the object id, bounding box, and key point set of both objects be in the label file?

CheeriiohCheckmate

Thank you for your good training.
Regarding the Python script to convert the .xml file to YOLO-pose format, is the script in the video tutorial correct or is it available in the Git repository? Because they are different. I used the Git repository but it gives an error when training the algoritm.

mobinmohammadi

Hi, could I ask what the units are for the results parameters post training, for e.g. parameters such as pose_loss and kobj_loss and where I can find this information? Thank you.

TWUNE-oqli

could you please tell me the annotations process for MULTIPLE OBJECTs PER IMAGE of same class.

IO-fzsm

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