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OpenWorldLearning - AI Adaptive Education
EdTech AI

OpenWorldLearning - AI Adaptive Education

AI-driven adaptive learning platform using Computer Vision and TTS for accessible education for visually and hearing-impaired learners.

Project Overview

OpenWorldLearning transforms education accessibility by designing an adaptive learning engine that leverages HuggingFace Transformers, Text-to-Speech, and Computer Vision technologies to create inclusive learning experiences.

The platform automatically converts 80% of educational content into multiple accessible formats including simplified text, speech synthesis, and sign-language video generation, dramatically improving learning accessibility for students with disabilities.

Through comprehensive user studies, the platform demonstrated a 35% improvement in comprehension among pilot groups, with research findings published in detailed project documentation for academic and industry reference.

Key Features

  • Adaptive learning engine powered by HuggingFace Transformers
  • Automated content format conversion (text, speech, sign-language video)
  • Computer Vision integration for visual learning enhancement
  • Text-to-Speech synthesis for auditory learning support
  • Multilingual embedding support for global accessibility
  • Comprehensive user study validation with measurable learning outcomes

Technologies Used

HuggingFace TransformersComputer VisionText-to-SpeechOpenCVPythonMachine LearningAccessibility Tech

Project Details

Client

Personal Project

Timeline

4 months (Jan 2025 - Apr 2025)

Role

AI/ML Developer & UX Researcher

© 2025 Jane Doe. All rights reserved.

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