🌟 Dvaltor Smart Fashion AI – Backend API 🧠👕

Welcome to the backend of 🧥 Dvaltor's Smart Fashion AI, a cutting-edge fashion tech platform built for intelligent clothing suggestions, personalized style, and tone-based outfit matching! 💃🕺

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🚀 Live Demo

Coming soon on:
🌐 https://dvaltor.com
🧪 API playground: https://api.dvaltor.com/predict

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🧰 Tech Stack

Frontend:
🎨 Next.js + Tailwind CSS + TypeScript

Backend:
⚙️ FastAPI
📦 Dockerized with GitHub Actions auto-build
🌐 CORS-configured to work with multiple environments

Database:
🗄️ PostgreSQL

AI/ML Model:
🧠 TensorFlow model for skin tone or image classification
📸 Accepts image uploads and returns the best match with confidence

Deployment:
☁️ Docker Hub
☁️ Google Cloud / AWS (Planned)

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🔐 CORS Config (Cross-Origin Requests)

This FastAPI project is set up with:

allow_origins = ["*", "https://dvaltor.com", "https://app.dvaltor.com"]

So it works both during development and production deployments. Also supports credentials and all headers/methods! ✅

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📦 API Usage

Upload an image to /predict endpoint:

Request

POST /predict
Content-Type: multipart/form-data

Form Field

• file: 🖼️ Upload image (.jpg/.png)

Sample Response

{
  "class": "Golden Brown",
  "confidence": 0.9674
}

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🐳 Docker Build

# Build the Docker image
docker build -t dvaltor/smart-fashion-api ./API

# Run the container
docker run -p 8000:8000 dvaltor/smart-fashion-api

The Docker image is automatically rebuilt using GitHub Actions whenever code is pushed to main! 🔁

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📁 Project Structure

Dvaltor_Backend/
│
├── API/
│   ├── main.py              # FastAPI application
│   ├── Dockerfile           # Docker config
│   ├── model/
│   │   └── skin_tone_model.pkl
│   └── ...
│
├── .github/workflows/
│   └── docker-autobuild.yml # CI/CD pipeline
│
└── README.md

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🤝 Contributing

We welcome all developers, AI enthusiasts, and fashion tech nerds to collaborate!

• Fork it 🍴
• Create your branch git checkout -b feat/amazing-feature
• Commit your changes 🎯
• Push to the branch git push origin feat/amazing-feature
• Create a PR 🚀

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🧑‍💻 Maintainers

👤 @atul-sharma – Full Stack Dev & AI Engineer 🔗 @Dvaltor-Fashion-App

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📃 License

This project is licensed under the MIT License – see the LICENSE file for details.

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💬 Connect with Dvaltor

Follow updates on:

• 🌐 Website: https://dvaltor.com
• 🧵 Twitter: @dvaltor (Coming soon)
• 🛍️ Launching soon on the Play Store & Web!

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✨ Dvaltor: Where AI meets Style 👗👕👠