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SignTalk is sign language translation system that allows deaf patients to communicate effectively with their doctors by using the power of computer vision and deep learning. It is capable of both translation of speech-to-sign-language and sign-language-to-speech.
This web-based app detects and interprets sign languages into English words in real-time in order to help speech-impaired individuals communicate with others more easily.
Using tensorflowJS and built-in webcam to collect data, train and deploy a simple application to translate sign language to text real-time in the browser! Simple, fast and intuitive! This project won 2nd prize at Startup Weekend Singapore 2018