Make and Measure 👗✨

Make and Measure is an AI-powered web application that helps users estimate stitching costs and visualize their dresses before tailoring. The platform takes body measurements, dress type, and fabric choice as input and outputs both the stitching cost and a generated dress image for better decision-making.

🚀 Features

• 📏 Body Measurement Input – Users can provide key measurements manually.
• 👗 Dress Type Selection – Choose from popular dress types:
  • Tunics
  • Punjabi Suits
  • Frocks
  • Short Kurti
  • Skirt
  • Saree
• 🧵 Fabric Choice – Select fabric type for accurate pricing (Cotton, Linen, Polyester, Organza, Velvet, Silk).
• 💰 Stitching Cost Estimation – AI model calculates stitching cost based on dress type, fabric, and measurements.
• 🎨 AI Dress Visualization – Integration with OpenAI’s image generation API to generate a preview of the selected dress.
• 🌐 User-Friendly Web Interface – Built with Django, HTML, and CSS for a smooth experience.

🛠️ Tech Stack

• Frontend: HTML, CSS
• Backend: Django (Python)
• Database: PostgreSQL
• AI/ML: RandomForestRegressor for cost estimation and fal-ai/sana/sprint model through API for image generation

Databases

• Setup PostgreSQL database
• Create a new database makeandmeasure
• Update settings.py with your DB credentials

Screenshots

📌 Future Enhancements

• 🤝 Dress recommendation system based on body type & preferences
• 📊 Analytics dashboard for tailoring businesses
• 📱 Mobile app version (Flutter integration)
• 💳 Online payment integration for bookings

🤝 Contributing

• Pull requests are welcome! For major changes, please open an issue first to discuss what you’d like to change.

📜 License

• This project is licensed under the MIT License – feel free to use and modify it.