# LabSpotter

- **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:** [Thomas Kim](https://cerebralvalley.ai/u/NXT_KIM)
- **GitHub:** https://github.com/nxtkim-1/labspotter-public
- **Demo video:** https://youtu.be/Ujdke-1Yu4A
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4795

LabSpotter is your AI lab assistant at the bench. It brings a written methodology, short-video action suggestions and editable observations into one place, helping you stay on top of your work without handing decisions to a model.

We trained a dedicated eight-action classifier using Meta's V-JEPA 2 video features. Add a short clip, review the suggestion and confirm the step yourself. Record observations alongside your work, then pause and return to the same saved session. Projects and JSON exports keep the record useful beyond a single sitting.
Optional Meta speech transcription turns a spoken observation into an editable draft. 

Optional Meta assistance helps make sense of the saved record. Video suggestions, your observations and your own confirmations stay distinct: the AI assists, while you stay in control.

LabSpotter tackles a practical gap in research workflows: keeping context connected as people move between doing, observing and documenting. It is an experimental workflow assistant, not automatic protocol verification, contamination detection or a safety clearance.

## More from Meta Global AI Developer Hackathon

- [PerfPilot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4792)
- [LearnLoop AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4793)
- [Venox](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4794)
- [Magic](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4796)
- [CivicScope](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4797)
- [Jovinho](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4798)

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