Sign Langauge to Text Conversion

This is our college project in the Machine Learning course at IIIT Delhi. The goal of the project is to convert American sign language (ASL) to corresponding English Alphabets in real time. We evaluated numerous Machine Learning techniques for the task and achieved 95% accuracy with Convolutional Neural Networks (CNN).

Authors

• @bhaveshsood13
• @certifiedOreo
• @vishwajeet19128

Acknowledgements

• Conversion of Sign Language To Text And Speech Using Machine Learning Techniques
• Sign Language to Text and Speech Translation in Real Time Using Convolutional Neural Network
• Sign Language MNIST