What's FingerSpell

FingerSpell is an application enabling real-time learning and practice of American Sign Language. It utilizes a model trained on an extensive dataset of hand posture images corresponding to each alphabet. Currently, it achieves 85% accuracy in recognizing all 26 letters. My goal is to enhance accuracy to 98%.

Usage

npm install --legacy-peer-deps

npm start

Production

Production link: FingerSpell

Technologies

My Skills

American Sign Language

image

Screenshot

Screenshot 2023-07-21 212119

License

MIT