Two way-sign-translator

• 

  From video to letters

• 

  from letters or speaking to video

• 

  The main page

I started this amazing project exclusively with the deaf mute in mind, where I use amazing tools to detect English writing and voice to translate it into Sign Signals and at the same time use Computer Vision to translate Sign Signals into English writing. In addition to using animations to represent a large number of words. I started to build a file separately to detect my voice, show me in the terminal what I say and from there translate it to the list of images and gifs saved in the system. For the translation from video to writing, I carry out the routines to detect my hand and its figures through Deep-learning practices taken from some ideas from YouTube and print it in the writing box.

The difficulties have been downloading the libraries since I used two different environments (Mac and Windows) to develop the project, there were libraries that were not compatible, but that did not stop me and look for similarities. I learned a lot about libraries and project management.

What it does

Built With

• numpy
• opencv
• pil
• python
• speechrecognition
• tensorflow
• tkinter