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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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Improve accuracy of detecting poses where limbs are occluded #4868

Open monsieurpooh opened 1 year ago

monsieurpooh commented 1 year ago

MediaPipe Solution (you are using)

Pose

Programming language

Python

Are you willing to contribute it

No

Describe the feature and the current behaviour/state

Pose detection only works well when user is standing and facing the camera. When turning around, performing martial arts techniques, or getting in sitting or prone positions, accuracy suffers

Will this change the current API? How?

No

Who will benefit with this feature?

Tons of use cases for games that require poses other than typical upright poses.

Please specify the use cases for this feature

For example, a fighting game that requires complex movements.

Any Other info

No response

mcdonasd1212 commented 1 year ago

Agree, occluded limb detection is very poor and there is a need for an improved solution.

kuaashish commented 1 year ago

@monsieurpooh,

Thank you for your thought to extending the functionality of pose landmark. We are forwarding request internally and based on discussion, team will prioritise it's implementation.