# Kaarigar

- **Event:** [Google DeepMind Bangalore Hackathon](https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon)
- **When:** Sat, Jul 11 at 9:00 AM – 10:00 PM (GMT+5:30)
- **Where:** Marathahalli, Marathahalli Main Road
- **Team:** [Darshil Nathwani](https://cerebralvalley.ai/u/DarshilN)
- **GitHub:** https://github.com/Darshil-N/Kalp
- **Demo video:** https://youtu.be/fMrXDTrQ5SM
- **Gallery:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/28

KALPis a multi-agent synthetic dataset generator that solves the domain gap the failure of AI models trained on clean, pretty synthetic images when deployed on real, dirty factory cameras.
You upload 5 seed images, KALP transcribes them into rich language for Nano Banana 2 Lite, then five parallel agents generate intentionally degraded variations  noisy, blurry, dark, occluded  in controlled ratios, all auto-labeled in YOLO format with zero human input.
The result: a fully annotated, deployment-ready dataset in 90 seconds, validated with a 4.8% mAP improvement on YOLOv8 over real data alone.

---

Markdown version of https://cerebralvalley.ai/e/google-deepmind-bangalore-hackathon/hackathon/gallery/28. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt