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AI4Bharat / OpenHands

👐OpenHands : Making Sign Language Recognition Accessible. | **NOTE:** No longer actively maintained. If you are interested to own this and take it forward, please raise an issue
https://openhands.readthedocs.io
Apache License 2.0
97 stars 15 forks source link

Scale normalization for pose #4

Closed GokulNC closed 3 years ago

GokulNC commented 3 years ago

For example, if the signer is moving forward or backward in the video, this augmentation will help normalize the scale throughout the video: https://github.com/AmitMY/pose-format#data-normalization

Will involve explicitly specifying the joint (edge) based on which scaling has to be performed.

GokulNC commented 3 years ago

Partially added in https://github.com/narVidhai/SLR/commit/7c45785d758d3e75287491985ac876b26c615c48 for video level centering and scaling. But does not have support for frame-level scaling and centering.

Add an extra param called frame_level which will do this?