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ofnote / gestop

A tool to navigate the desktop with hand gestures. Builds on mediapipe.
Apache License 2.0
42 stars 8 forks source link

Architecture Comparison #12

Closed Praveen1803 closed 3 years ago

Praveen1803 commented 3 years ago

Hey! The program works well for me with a slight latency though. I went through the forwarded paper hoping to get some insights on possible comparative studies/comparisons with known architectures but unfortunately could not find any. Can you please tell if you did relative comparisons with any baseline?

Thanks in advance!

Best, PM

ekshaks commented 3 years ago

Praveen, the space of different architectures used for static and dynamic gestures is vast -- you can go through some of papers mentioned in the related work section. The focus here is to build an end-to-end tool and the challenges there.

Let us know if you have any specific questions about any of the architectures. Also, we welcome pull requests -- please feel free to implement other architectures for gesture recognition in gestop and let us know your results.

Praveen1803 commented 3 years ago

Hello Nishant, apologies for my late reply. I understand that the focus is to build a comprehensive tool but was interested in knowing other performances as we are trying to use Media Pipe to complete a project in H.M.I. as well. I will definitely try to implement other architectures and let you know if improvement is found. Best.