Скачать или смотреть 3D Human Pose Estimation Explained Watch How to Use It in AI Fitness Coach Apps

Watch how 3D Human Pose Estimation works in AI FitnessTrainer Apps.
Original Video:    • 3D Human Pose Estimation Explained: Watch ...  
00:17 How 3D Human Pose Estimation works
00:53 3D Human Pose Estimation in fitness apps
01:34 How to build an AI Fitness Training

3D Human pose estimation is a computer vision-based technology that detects and analyzes human posture. The video describes not an end-product, but the technology research done. And it could be implemented in your solution.

Now let’s see How 3D Human Pose Estimation works?

Neural network analyzes video and detects three-dimensional coordinates of a number of joints on the human body.

For each moment, the AI can take into account the data from past, present and future video frames - in order to make more accurate predictions of the current pose of the person.
Once the neural network is trained to detect certain types of movements, it can identify and analyze them.

The technology could be applied in healthcare, construction, education, or any other sphere. For example, AI can inspect recorded fitness exercises and highlight users' mistakes. 3D Human pose estimation in fitness could be as follows:

1. The application records the user performing the exercise and sends it to the Cloud.
2. Then, the video is split into individual frames.
3. The trained Neural Network runs an analysis to indicate the moment exercise starts and ends. Then identifies body keypoints and forms a virtual “skeleton”.
4. The virtual “skeleton” is analyzed through geometry-based rules, and mistakes in the exercise are pinpointed.
5. The AI fitness coach sends its recommendations and best wishes back to the user!

3D human pose estimation - technology may be applied by our team in your own product. Please feel free to contact us with your questions and ideas.