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It leverages a FastAPI backend for data management and a ReactJS frontend for user interaction. Users can search for restaurants by location, image, and filters, and view detailed information about each restaurant.\n\n## Key Use Cases\n\n### Data Loading\nCreated an independent script to load the Zomato restaurant data from [Kaggle](https://www.kaggle.com/datasets/shrutimehta/zomato-restaurants-data) into a database.\n\n### Web API Service\nDeveloped a web API service with the following endpoints:\n- Get Restaurant by ID: Retrieve details of a specific restaurant by its ID.\n- Get List of Restaurants: Fetch a list of restaurants with pagination support.\n\n### User Interface\nDeveloped a web application with the following pages:\n- Restaurant List Page: Display a list of restaurants. Clicking on a restaurant navigates to the restaurant's detail page.\n- Restaurant Detail Page: Show details of a specific restaurant.\n- Location Search: Search restaurants within a given latitude and longitude range.\n- Image Search: Upload an image of food and search for restaurants offering similar cuisines.\n\n## Additional Use Cases (Optional)\nImplemented the following additional features:\n- Filtering Options:\n  - By Country\n  - By Average Spend for Two People\n  - By Cuisines\n- Search Functionality: Enable search for restaurants by name.\n\n## Tech Stack\n- Backend: Python, FastAPI\n- Frontend: ReactJS\n- Database: MongoDB\n- HTTP Requests: Axios\n- Image Classification Model: [skylord/swin-finetuned-food101](https://huggingface.co/skylord/swin-finetuned-food101) (Trained on the [Food-101 dataset](https://huggingface.co/datasets/ethz/food101))\n\n## Commands to run the project\n### Clone the repository\nbash\ngit clone https://github.com/Praadnya/CuisineCompass.git\n\n### Backend\nTo start the FastAPI server, run:\nbash\ncd pes-Prannay\nuvicorn app.main:app --reload\n\n### Frontend\nTo start the React app, run:\nbash\ncd pes-Prannay/zomato-frontend\nnpm start\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraadnya%2Fcuisinecompass","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpraadnya%2Fcuisinecompass","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpraadnya%2Fcuisinecompass/lists"}