Welcome to our Multilingual Sign Language Interpreter project! Here, we're on a mission to empower the deaf community by breaking down communication barriers across different languages.
Imagine a world where language isn't a barrier. Our project aims to make that a reality by creating a Sign Language Interpreter that can understand multiple languages. With the help of Python, deep learning, and some really cool tech, we're revolutionizing the way deaf individuals communicate.
We're a team of six individuals, each bringing our own unique skills to the table. Together, we're like a superhero squad, but instead of capes, we wear our passion for making a difference on our sleeves. Working together, we've learned the importance of teamwork and collaboration, and it's been an incredible journey of growth and discovery.
Guess what? We recently participated in the "AI for Society" competition, and we totally rocked it! We clinched the 4th place, which is a huge deal for us. It's proof that when we come together with a common goal, amazing things can happen!
We start by collecting tons of sign language data in Arabic, French, and English. It's like collecting puzzle pieces – the more we have, the better we can understand the language.
Next, we teach our computer brain to understand sign language using TensorFlow and Keras. It's kind of like teaching a baby to speak – lots of repetition and learning involved!
But we don't stop there! We want our interpreter to be super easy to use. So, we built a sleek interface using Streamlit that anyone can navigate with ease. Whether you speak Arabic, French, or English, our interpreter has got you covered!
Our project isn't just about fancy technology – it's about making a real impact. By giving deaf individuals the tools to communicate across languages, we're breaking down barriers and building a world where everyone's voice is heard.
Come join us as we redefine the future of communication, one sign at a time. Together, let's create a world where language is no longer a barrier, and everyone can connect, regardless of ability or background.