Open sourceAssistive web technology
SLDP
Real-time, in-browser sign-language detection from a webcam feed, translated into English words. B.Tech capstone.
- Role
- Built
- When
- 2022
- Status
- Archived
- Stack
React- TensorFlow.js
- Python
- OpenCV
In short
Runs in the browser with TensorFlow.js
Model trained in Python with TensorFlow and OpenCV
B.Tech capstone, 2022
What it is
A web application that watches a webcam feed, detects hand signs in real time and translates them into English words. It was the capstone of a B.Tech in Computer Science, built so that a sign could be read by someone who does not know the language.
How it is built
The model was trained in Python with TensorFlow and OpenCV on labelled hand images, then exported to TensorFlow.js so detection runs in the browser with no server round trip. React and Tailwind CSS carry the interface.
Screens
