Bhuribhat/ASL-Finger-Spelling-To-Text
Bit.studio Internship Hand Gesture Recognition using MediaPipe, OpenCV, and Machine Learning
This tool helps individuals who use American Sign Language (ASL) fingerspelling by converting their hand gestures into text. You input live video from a webcam or a pre-recorded video, and the system outputs recognized letters and numbers as words on a screen. It's designed for anyone learning or practicing ASL fingerspelling, or for use in applications where real-time fingerspelling translation is beneficial.
No commits in the last 6 months.
Use this if you need to translate ASL fingerspelling from video input into written text, either for learning, practice, or integration into a larger system.
Not ideal if you need to recognize full ASL signs (not just fingerspelling) or require extremely high accuracy for critical, real-time communication without a human in the loop.
Stars
9
Forks
—
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Jul 31, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/Bhuribhat/ASL-Finger-Spelling-To-Text"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
harshbg/Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
AvishakeAdhikary/Realtime-Sign-Language-Detection-Using-LSTM-Model
Realtime Sign Language Detection: Deep learning model for accurate, real-time recognition of...
beingaryan/Sign-To-Speech-Conversion
Sign Language Detection system based on computer vision and deep learning using OpenCV and...
Arshad221b/Sign-Language-Recognition
Indian Sign language Recognition using OpenCV
Tachionstrahl/SignLanguageRecognition
Real-time Recognition of german sign language (DGS) with MediaPipe