StyleSense - AI-Powered Fashion Recommendation System

A Django-based web application that helps users manage their wardrobe and get personalized outfit recommendations.

Features

• User Authentication: Sign up and sign in functionality
• Wardrobe Management: Add, view, and delete clothing items with images
• Outfit Recommendations: Get suggestions based on occasions (office, party, casual, custom)
• User Profiles: Store user preferences and information
• Feedback System: Users can provide feedback to improve the system
• Donation Feature: Contact system for donating clothes

Prerequisites

• Python 3.8 or higher
• pip (Python package installer)

Installation

1. Navigate to the project directory:

   cd "<path>"

2. Install required packages:

   pip install -r requirements.txt

3. Run database migrations:

   python manage.py makemigrations
   python manage.py migrate

4. Create a superuser (for admin access):

   python manage.py createsuperuser

   Follow the prompts to create an admin account.

5. Run the development server:

   python manage.py runserver

6. Access the application:

   • Main application: http://127.0.0.1:8000/
   • Admin panel: http://127.0.0.1:8000/admin/

Project Structure

myproject/
├── manage.py                 # Django management script
├── db.sqlite3               # SQLite database
├── requirements.txt         # Python dependencies
├── media/                   # User uploaded images
├── myproject/              # Main project settings
│   ├── settings.py         # Django settings
│   ├── urls.py            # Main URL configuration
│   └── wsgi.py            # WSGI configuration
└── stylesense/            # Main application
    ├── models.py          # Database models
    ├── views.py           # View functions
    ├── urls.py            # App URL patterns
    ├── admin.py           # Admin configuration
    ├── static/            # Static files
    │   └── stylesense/
    │       ├── style.css  # Stylesheets
    │       └── script.js  # JavaScript
    ├── templates/         # HTML templates
    │   └── stylesense/
    │       └── index.html # Main template
    └── migrations/        # Database migrations

Usage

For Regular Users:

1. Sign Up: Create a new account with your details
2. Sign In: Log in with your credentials
3. Add Clothes: Upload pictures of your clothing items by category
4. View Wardrobe: Browse all your stored clothing items
5. Get Recommendations: Select an occasion to get outfit suggestions
6. Provide Feedback: Share your experience to help improve the system

For Administrators:

1. Access the admin panel at http://127.0.0.1:8000/admin/
2. Log in with superuser credentials
3. Manage users, wardrobe items, and feedback

API Endpoints

• GET / - Home page
• POST /signup/ - User registration
• POST /signin/ - User login
• GET /signout/ - User logout
• POST /wardrobe/add/ - Add clothing item
• GET /wardrobe/view/ - View wardrobe items
• POST /wardrobe/delete/ - Delete clothing item
• POST /feedback/ - Submit feedback

Models

UserProfile

• user (OneToOne with Django User)
• age
• gender
• location
• country
• preference

WardrobeItem

• user_profile (ForeignKey)
• category
• description
• image

Feedback

• user_profile (ForeignKey)
• text
• submitted_at

Troubleshooting

Issue: Static files not loading

• Run: python manage.py collectstatic

Issue: Image upload not working

• Ensure the media/ directory exists and has write permissions
• Check that MEDIA_ROOT and MEDIA_URL are properly configured in settings

Issue: Database errors

• Delete db.sqlite3 and run migrations again
• Ensure all migrations are applied: python manage.py migrate

Future Enhancements

• AI-powered outfit recommendations using machine learning
• Weather-based suggestions
• Social sharing features
• Shopping integration
• Advanced filtering and search

Contact

For questions or support, contact: stylesenseai@gmail.com

License

This is a mini project for educational purposes.