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Be My Eyes - Leveraging Generative AI to help the blind and visually impaired people by Danushka
Learn how Generative AI & edge computing can create affordable personal assistant devices for the visually impaired, making daily navigation & tasks more accessible.
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Project aims to build an affordable personal assistant device for blind and visually impaired people using Generative AI and edge computing
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Device requirements:
- Must be portable/wearable with self-contained power
- Needs camera input and text-to-speech capabilities
- Should have minimal, touch-friendly interface
- Must be affordable since many blind people have limited financial resources
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Technical implementation options:
- Raspberry Pi-based solution with local LLMs
- Smartphone-based application leveraging built-in capabilities
- Integration with streaming platforms like Red Panda/Kafka for scalability
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Key features:
- Real-time image/video description
- Natural language interaction
- Hazard detection and warnings
- Geofencing and location awareness
- Integration with medical monitoring systems
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Current challenges:
- Running large vision-capable LLMs on edge devices
- Balancing performance with cost
- Internet connectivity requirements
- Model optimization for resource-constrained environments
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Future potential applications:
- AI-assisted body cameras for rescue workers
- Remote patient monitoring
- Assistance for elderly care
- Personal navigation support
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Focus on social inclusion through affordable, practical technology rather than complex research solutions
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Project emphasizes sustainability through open-source components and local processing where possible
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Integration capabilities with healthcare systems and monitoring solutions for comprehensive care
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Design prioritizes enhanced audio cognition capabilities of blind users and natural interaction patterns