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Real-time AI-powered translation of American Sign Language fingerspelling (sign to text)

Python 2.56% Jupyter Notebook 97.44%
american-sign-language computer-vision convolutional-neural-networks deep-learning machine-learning sign-language transfer-learning

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sign2text's Issues

[Feature Request] Gesture controller support

Hey there,
So I've been looking into sign language conversion solutions to help a friend of mine. This is a great solution & I was wondering if this application could be integrated with a gesture controller like the KAI ( https://vicara.co ).
This would allow for a more portable solution that my friend could use even without a laptop.
Please let me know if this would be possible.

Questions on running demo

@BelalC, Thank you for sharing interesting project. I have some questions on running the demo:

  1. what should be the recommend camera resolution?

  2. Should my hand be placed inside the rectangle?

  3. Does a background affect the result? Should it be a clean wall or similar?

Demo is literally running, but not showing some intelligence, yet. How can I expect the recognition rate in real experiment?

Request for the training set

@BelalC, I tried to find some info in the BU site, but it was not too easy for me to get any. Do you have any plan to share the training set used in this project? Thank you again for the sharing the nice project.

Request to update README

Hi!
I am trying to implement your work to get started with learning about sign language translation from sign to text. Will the readme be updated anytime soon? Is the project still active?

Running command

@BelalC, When running the demo, I specify the name of the pre-trained net using "-m" option. But, I could not make it work using "-weights" option. Is it related to the files in "weights" folder? Could you give some working example?

Description

Hi!
can you please update the description of pre processing and others.

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