American Sign Language Reader
This experience-oriented project intends to allow the student to experience the workflow of a computer vision/ classification project with machine learning. This project is to complete a Kaggle competition that leverages machine learning to help hearing-impacted communities better communicate with people outside of the community. The project will use machine learning to interpret American sign language into English phrases so that it builds a bridge to connect the hearing-impacted community to other communities.
I created a Transformer model that can understand American Sign Language and translate it to English.
My mentor helped me a lot and recognized the time constraints we were under, so he adjusted the project accordingly.