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Human Skeleton Extraction

1. What is Human Skeleton Extraction?

Human skeleton extraction is a method of detecting a person in image or video data and detecting body key points to analyze the detected person's behavior. In this process, 'Motion Keypoint Detection' artificial intelligence applied with a deep learning-based learning method is used.

The traditional method of posture recognition has been to attach a device, such as a sensor, to a person to detect movement. However, in real life, there was a limitation that equipment could not always be worn and movement was restricted. To overcome this limitation, motion keypoint detection using artificial intelligence forms a set of coordinates that can be linked to describe a person's pose. As shown in the picture above, after grabbing each key point as a joint of a person, and connecting the key points in an image or video, human skeleton extraction is possible.

2. Use Human Skeleton Extraction with AI Market

2-1. AI Market

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1) Click Marketplace under AI Market.

2-2. Predict Human Skeleton Extraction

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2) Among the Quick Start models, click 'PREDICT' for 'Human Skeleton Extraction'.

3) Upload an image for prediction.

4) Click 'RUN' to view and download the result.