# Teamllamainspector

- **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:** [Lutfi Ahmad](https://cerebralvalley.ai/u/LutfiAhmad17)
- **GitHub:** https://github.com/lutfiahmad17/LlamaInspector
- **Demo video:** https://www.youtube.com/
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5187

Llama Inspector is an AI-powered hardware inspection assistant designed to analyse images of electronic circuit boards and identify potential physical issues.

The system uses computer vision and multimodal AI to examine uploaded circuit-board images, describe visible components, and highlight possible problems such as missing components, loose connections, corrosion, damaged areas, and other visible abnormalities.

It provides a structured inspection report containing:

Visible observations about the circuit board.

Potential hardware issues that may need attention.

Explanations of suspicious areas.

Suggested safe next steps for further inspection.

The current prototype uses a Flask-based web application with Ollama and the LLaVA vision-language model for local image analysis. The goal is to make preliminary hardware inspection more accessible, helping students, electronics enthusiasts, and technicians understand possible board-level issues.

Llama Inspector is designed as an assistive tool, not a replacement for professional hardware testing. Its findings require human verification before any repair decisions are made.

Future scope: Integration of camera-based inspection, including ESP32-CAM hardware, improved visual analysis, and more advanced multimodal AI capabilities

## More from Meta Global AI Developer Hackathon

- [Ludavela](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5184)
- [Centaur Video](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5185)
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- [Soul](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5188)
- [BakedBot AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5189)
- [Cicada](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5190)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5187. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt