The problem SignToText solves

Today, around million people use Sign Language as their main way to communicate. But, at the same time there are many people who don't know the sign language. So, it becomes very hard for people to interact among themselves. We have created an application that will help bridge the gap for those who have impaired hearing and who do not know sign language. Using this app, communication will be easier for both parties and people who have their voices drowned out will have a way to speak up.

Challenges we ran into

Creating and pre-processing such a large dataset.

Integrating our Project with the Google Media Pipe was difficult.