Sign Language Translator
Built by Youssef Salem Hassan
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Overview
AI system for sign language recognition and translation
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The Problem
Accessible communication breaks down when sign gestures must be interpreted manually in real time without assistive tooling.
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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
5Languages
Python
Other
OpenCVTensorFlowComputer VisionMachine Learning
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Key Outcomes
- Shows applied CV + ML literacy bridging HCI and accessibility goals.
- Open repository inviting iterative dataset improvements and model swaps.
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Screenshots & gallery
System Architecture
2 imagesDataset & Training
2 imagesResults
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