Sign Language Translator

01

Overview

Sign Language Translator — AI system for sign language recognition and translation

AI system for sign language recognition and translation

02

The Problem

Accessible communication breaks down when sign gestures must be interpreted manually in real time without assistive tooling.

03

The Solution

I prototyped a gesture-driven pipeline using Python, OpenCV capture/preprocessing, and TensorFlow classifiers to translate recognized signs into text or speech outputs.

Technologies used

5

Languages

Python

Other

OpenCVTensorFlowComputer VisionMachine Learning
04

Key Outcomes

  • Shows applied CV + ML literacy bridging HCI and accessibility goals.
  • Open repository inviting iterative dataset improvements and model swaps.