From inspiration to action: AI-powered fashion discovery.

Ever spotted someone’s outfit and thought, “Where can I get shoes like that?”
Outfitted.AI bridges that gap—upload a photo, get four AI-designed shoe concepts that match the vibe, and instantly find shoppable products online.

Scrolling through fashion sites or hunting for the perfect item takes forever.
We wanted to flip the process: start with the look you like, then find matching pieces instantly.

So we built a tool that uses visual AI to generate stylish footwear ideas—then scrapes the web to find real shoes that match.

1. 📸 Input: Upload a photo of a person’s outfit.
2. 🧠 Generation: AI designs 4 shoe concepts matching their vibe.
3. ✅ Selection: You pick the concept you like best.
4. 🔍 Search & Scrape: We reverse image search that concept and return real, shoppable products with:
   • Product Name
   • Price
   • Store
   • Product Image

→ A few clicks from visual inspiration to real-world fashion.

• Gemini 2.0 Flash analyzes the photo.
• Our custom generative model creates 4 AI-designed shoes tailored to the outfit.

• You pick your favorite from the 4 concepts.

• Using Serp API, we reverse image search the concept.
• Gemini 2.5 Pro and our scraper extract:
  • Product Title
  • Price
  • Store URL
  • Visuals

• React Native + TypeScript — Cross-platform mobile app
• Python — Backend & scraping logic
• MongoDB — User/product data storage
• Amazon Web Services — Hosting & pipeline orchestration
• Gemini 2.0 & 2.5 — Image analysis, generation, and scraping logic
• Serp API — Reverse image search from Google

• 🎨 Visual Prompt Tuning — Getting stylish and coherent shoe generations from Gemini required lots of experimentation.
• 🧼 Scraping Variability — Product pages across retailers are inconsistent; scraping needed flexible parsing logic.
• ⏱️ Timing + Sync — Ensuring each step in the pipeline ran smoothly without long delays.

• ✅ End-to-end fashion discovery in a weekend
• 🤝 Bridged generative AI with real product search
• ⚡ Delivered a tool that feels practical, fast, and fun

• Using Gemini for visual-to-style generation
• Implementing reverse image search pipelines with real-world e-commerce data
• Chaining multiple AI and scraping layers into one seamless UX

• 💅 Polished Frontend UI — Launching a clean, responsive app interface
• 🧥 Full Outfit Generation — Not just shoes—tops, pants, accessories next
• 🔐 User Accounts & History — Save searches, revisit old looks
• 🛍️ E-commerce Integrations — Retailer partnerships for direct product pulls & affiliate support

We believe Outfitted.AI can evolve into your go-to style discovery companion.

We’re open to PRs, feedback, and collaborations.
Feel free to fork, star ⭐️, and get involved!

MIT License