google-ai-edge / mediapipe

Cross-platform, customizable ML solutions for live and streaming media.
https://ai.google.dev/edge/mediapipe
Apache License 2.0
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What is the algorithm that use mediapipe solution pose ? #3437

Closed ghost closed 2 years ago

ghost commented 2 years ago

Hello everyone, I would like to understand how mediapipe works with the Pose solution. is it machine learning or deep learning if so what type of learning is it? then what algorithm does it use? I searched but I did not find house

sureshdagooglecom commented 2 years ago

Hi @FwZtheone , Mask R-CNN is a very popular algorithm for instance segmentation. The model has the capability to simultaneously localize and classify objects by creating a bounding box around the object and also by creating a segmentation mask. The basic architecture can be easily extended for Human Pose Estimation tasks.

ghost commented 2 years ago

Hi, I did some research. I came to the conclusion that the Mediapipe Pose solution is blazepose which is itself deep learning, in terms of architecture it must be CNN

sureshdagooglecom commented 2 years ago

Hi @FwZtheone , It is using algorithm which is similar to R-CNN architecture.

google-ml-butler[bot] commented 2 years ago

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you.

google-ml-butler[bot] commented 2 years ago

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