aipose 3.0.0

Library to use pose estimation in your projects easily

AIPOSE

Library to use pose estimation in your projects easily.

Instalation

You can install aipose from Pypi. It's going to install the library itself and its prerequisites as well.

pip install aipose

You can install aipose from its source code.

git clone https://github.com/Tlaloc-Es/aipose.git
cd aipose
pip install -e .

Run demo

Use the following command to run a demo with your cam and YOLOv7 pose estimator,

posewebcam

Running over a video results

How to use

You can check the section notebooks in the repository to check the usage of the library or you can ask in the Issues section.

The examples are:

• How to draw key points in a video
• How to draw key points in a video and store it
• How to draw key points in a webcam
• How to draw key points in a picture
• How to capture a frame to apply your business logic
• How to stop the video stream when anybody raises hands with YOLOv7
• How to calculate pose similarity with YOLOv7
• How to turn the pose with YOLOv7
• How to train a pose classificator

References

• https://github.com/RizwanMunawar/yolov7-pose-estimation

Support

You can do a donation with the following link.

Or you can try to make a pull request with your improvements to the repo.

Source of videos and images

• Video by Mikhail Nilov: https://www.pexels.com/video/a-woman-exercising-using-an-exercise-ball-6739975/

In folder notebooks/poses/

• Photo by Roman Davayposmotrim: https://www.pexels.com/photo/woman-wearing-black-sports-bra-reaching-floor-while-standing-35987/
• Photo by Vlada Karpovich: https://www.pexels.com/photo/a-woman-doing-yoga-4534689/
• Photo by Lucas Pezeta: https://www.pexels.com/photo/woman-doing-yoga-2121049/
• Photo by Cliff Booth: https://www.pexels.com/photo/photo-of-woman-in-a-yoga-position-4057839/
• Photo by Cliff Booth: https://www.pexels.com/photo/photo-of-woman-meditating-alone-4056969/
• Photo by MART PRODUCTION: https://www.pexels.com/photo/photo-of-a-woman-meditating-8032834/
• Photo by Antoni Shkraba: https://www.pexels.com/photo/woman-in-blue-tank-top-and-black-leggings-doing-yoga-4662330/
• Photo by MART PRODUCTION: https://www.pexels.com/photo/woman-wearing-a-sports-bra-8032742/
• Photo by Elina Fairytale: https://www.pexels.com/photo/woman-in-pink-tank-top-and-blue-leggings-bending-her-body-3823074/
• Photo by Cliff Booth: https://www.pexels.com/photo/photo-of-woman-stretching-her-legs-4057525/
• Photo by Mikhail Nilov: https://www.pexels.com/photo/woman-standing-in-a-bending-position-on-a-box-6740089/
• Photo by cottonbro studio: https://www.pexels.com/photo/woman-in-black-sports-bra-and-black-panty-doing-yoga-4323290/
• Photo by ArtHouse Studio: https://www.pexels.com/photo/photo-of-man-bending-his-body-4334910/
• Photo by Anna Shvets: https://www.pexels.com/photo/graceful-woman-performing-variation-of-setu-bandha-sarvangasana-yoga-pose-5012071/
• Photo by Miriam Alonso: https://www.pexels.com/photo/calm-young-asian-woman-doing-supine-hand-to-big-toe-yoga-asana-7593010/
• Photo by Miriam Alonso: https://www.pexels.com/photo/anonymous-sportswoman-doing-stretching-exercise-during-yoga-session-7593002/
• Photo by Miriam Alonso: https://www.pexels.com/photo/fit-young-asian-woman-preparing-for-handstand-during-yoga-training-at-home-7593004/
• Photo by Anete Lusina: https://www.pexels.com/photo/concentrated-woman-standing-in-tree-pose-on-walkway-4793290/
• Photo by Miriam Alonso: https://www.pexels.com/photo/faceless-sportive-woman-stretching-back-near-wall-7592982/