~/talk

Be My Eyes - Leveraging Generative AI to help the blind and visually impaired people

Talkat Devoxx Belgium 2024 · 2024-10-07..10-11· [computer-vision, accessibility]
name:Danushka
links:none on file
slides:none on file

A hobby project builds a wearable camera plus push‑button device that captures images, encodes them to base64 and sends them to an OpenAI vision model, then converts the model’s captions to audio with pyttsx3, returning descriptions in about 2–3 seconds and showing roughly 80% accuracy on demo shots. Hardware uses a Raspberry Pi prototype with camera, speaker and optional GSM/powerbank; scaling adds Redpanda/Kafka streaming for central LLM inference, alerts for falls or geofence breaches.

AI-written summary · about

  1. 0:00Introduction to the talk
  2. 3:48Personal inspiration behind the project
  3. 13:03Generative AI making AI accessible
  4. 18:47Designing the wearable device
  5. 23:26Hardware and software choices
  6. 33:54Scaling with streaming data
  7. 40:16Future potential and impact
  8. 41:22Q&A session
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