Project Achievements

📈 Real Impact, Real Inclusion — Measurable Success in Arabic Sign AI

🎓 Transforming Education for the Deaf

✅ 85% increase in student inclusion and self-expression
✅ 75% improvement in academic comprehension
✅ Used in 5+ educational institutions across Yemen
✅ Real-time translation in classrooms via mobile/web/smartboards

🧪 Academic Excellence & Scientific Contribution

📚 Published in 6+ peer-reviewed journals including IEEE, MDPI, Smart Tech
📘 Introduced the first Arabic NLP + ArSL Dictionary (20,000+ entries)
🧠 Developed Arabic-specific deep learning models (CNN, LSTM, Transformers)
📖 Created NLP tools handling Arabic dialects, synonyms, and spelling errors

📂 Datasets & Language Resources

📦 32,000+ labeled sign language images and videos (ArSL-YSL dataset)
🗂️ Arabic synonym and error dictionary with dialect mapping
🧩 Fuzzy Logic engine supporting spelling, grammar, and dialect variance
🔗 Open-source tools for researchers, developers, and educators

🔗 Download Dataset 📘 Explore the Dictionary

🤖 Technical Milestones

🔁 First bidirectional Arabic ↔ ArSL translator using 3D avatars
⚡ 0.2s average response time with 99.9% accuracy
🖐️ Real-time gesture and facial recognition using CNN & LSTM
🧠 Fuzzy NLP handling dialects and noisy input conditions
📱 Cross-platform: Mobile, Web, Smartboards — works offline

🌍 Institutional & Community Impact

🏫 Deployed in 5+ schools and universities including Al-Nahda and Al-Shaab for the Deaf
📢 Training programs for teachers and deaf students
🤝 Partnered with Taiz University, Global Youth Council, Deaf Institutions
🎤 Hosted community feedback workshops and usability sessions

🏆 Recognized for Global Excellence

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🏫 In progress for THE Arab University Awards (Academic Impact)

Our commitment to inclusivity and Arabic innovation is now recognized on global stages.

📎 Want to See More?

Explore Impact & Reports See Award Submissions