# Takkubi

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [PRITHIVIRAJ S](https://cerebralvalley.ai/u/jin-takku)
- **GitHub:** https://github.com/prithivirajsp/neurosight
- **Demo video:** https://youtu.be/nuIs-_g-xyo?feature=shared
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2051

The Problem: While hardware like Neuralink's Blindsight is in clinical trials, the software pipeline to translate real-world visual data into sensory signals is needed today.
​The Solution: NeuroSight acts as a real-time Brain-Computer Interface (BCI) simulator. It uses a custom OpenCV "Center-Gravity Target Lock" to dynamically track objects, extracting structural density, color, and texture.
​How it works: This spatial data is instantly sent to Meta Llama 3.2, which generates a contextual sensory description. This is then fed to the user via the Web Speech API for low-latency cognitive audio guidance.
​How I built it: I built the backend using Python, FastAPI, and OpenCV for real-time computer vision. The AI translation is powered by Meta Llama 3.2 via the Groq API, and the frontend is a lightweight HTML/JS interface ensuring fast execution without heavy hardware requirements.

## More from Meta Global AI Developer Hackathon

- [SmallCrew](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2048)
- [Kailash Suthar](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2049)
- [Video2URDF](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2050)
- [byte size](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2052)
- [AgriSmart Innovator](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2053)
- [MeCap](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2054)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2051. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt