Snap a messy whiteboard and get tidy Markdown notes with action items
Beginner8h1–2
Vision LLMMarkdownNext.js
17/20Closet Outfit Planner from Photos
Photograph your clothes once and get weather-aware outfit ideas daily.
Intermediate18h1–3 people15/20 fit
Build Closet Outfit Planner from Photos for students and young professionals in ~18h with 1–3 people. Stack: Vision LLM + Weather API + Next.js + Firebase.
Why it wins: Visual, personal and fun to demo.
Build flow
01 · Problem
People own plenty of clothes but repeat the same five outfits and still feel stuck.
02 · Solution
Tag each clothing photo with a vision LLM (type, colour, formality), then combine items with weather and occasion into outfit suggestions.
03 · Build
- 1Build photo upload and tagging
- 2Store items with attributes
- 3Fetch the forecast
- 4Prompt for outfit combinations from owned items
04 · Demo
Upload 15 items and ask for an interview outfit on a rainy day.
MVP checklist
- Clothing auto-tagging
- Weather-aware outfits
- Occasion filter
- Wear history
Tech stack
| Tech | Role | |
|---|---|---|
| Vision LLM | Image understanding | AI |
| Weather API | Weather data | API |
| Next.js | Frontend + API routes | Web |
| Firebase | Auth + database | Backend |
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