# DapurStudio

- **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:** [Nuriskha Ainun Fahmi](https://cerebralvalley.ai/u/fahmyzar)
- **GitHub:** https://github.com/FAHMYZAR/dapurstudio
- **Demo video:** https://youtube.com/shorts/zhez1E7eiYQ?si=sUC8FyN84Qn7tznD
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2571

DapurStudio turns one phone photo of a dish, taken in a messy seller's kitchen, into a studio-style catalog photo, with an ingredient cost range and an Indonesian sales caption.

The seller uploads a photo. SAM 3.1 segments the dish, a pre-validated studio backdrop template is reused (never generated per photo), and the cut is recomposed in studio light. Muse Spark identifies the dish, lists the ingredients, estimates a cost range, and writes a sales caption. The server picks the safe cut automatically behind the scenes. A review status, separate from pipeline success, plus plain-language advice tell the seller when a reshoot is better. The seller edits the dish name, price range, and caption, then saves the card to the catalog.

Built during the hackathon with Meta AI tooling: SAM 3.1, Muse Spark, and Muse Image (backdrop template only, validated once and reused).

Honest limits: dish naming varies between runs, so the seller always reviews before saving. The content gate is best-effort, not a certified moderation filter. No impact numbers are claimed, no real seller has measured sales impact yet.

## More from Meta Global AI Developer Hackathon

- [Jerry Okafor](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2568)
- [Divy Arora](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2569)
- [Md. Tanjil Sarwar Lazim](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2570)
- [Impactx](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2572)
- [aimax](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2573)
- [Nukil](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2574)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2571. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt