The project's goal is to train a multiclass classifier to recognize a user's hand motions while spelling letters in the Polish sign alphabet. The system will operate in a real-world setting, with the assumption that the user will be recorded with a computer camera and letters recognized in real-time. The system will deal with different users who are dressed differently and come from different backgrounds. The user's letters will be recognized and typed as words on the GUI text application.
The dataset for these projects are collected manullay:
-The Video Dataset
-The Image Dataset where the frames are extracted from videos where the user is perfoming a sign gesture.
- The dataset for both left and right hand. Users were performing gestures, which afterwards were augmented.
Left: https://drive.google.com/drive/folders/1LebX1qNjWrUKjb_Mq6D-FEOIRDCiVZsk?usp=share_link
Right: https://drive.google.com/drive/folders/1BwGGTeKGaJp1tccPK-OJh8eY_9Bln9bn?usp=share_link