https://github.com/praadnya/cuisinecompass
A full-stack web application built with FastAPI, React, and Axios, featuring image-based food search, advanced filters, and location-based recommendations.
https://github.com/praadnya/cuisinecompass
fastapi geoqueries image-classification mongodb react responsive
Last synced: 2 months ago
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A full-stack web application built with FastAPI, React, and Axios, featuring image-based food search, advanced filters, and location-based recommendations.
- Host: GitHub
- URL: https://github.com/praadnya/cuisinecompass
- Owner: Praadnya
- Created: 2024-09-14T10:31:41.000Z (9 months ago)
- Default Branch: main
- Last Pushed: 2024-09-15T10:26:56.000Z (9 months ago)
- Last Synced: 2025-03-29T04:11:18.469Z (2 months ago)
- Topics: fastapi, geoqueries, image-classification, mongodb, react, responsive
- Language: JavaScript
- Homepage:
- Size: 984 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Zomato Restaurant Listing & Searching
## Project Overview
The Zomato Restaurant Listing & Searching project is a web application designed to display and search for restaurants based on various criteria. 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.
## Key Use Cases
### Data Loading
Created an independent script to load the Zomato restaurant data from [Kaggle](https://www.kaggle.com/datasets/shrutimehta/zomato-restaurants-data) into a database.
### Web API Service
Developed a web API service with the following endpoints:
- Get Restaurant by ID: Retrieve details of a specific restaurant by its ID.
- Get List of Restaurants: Fetch a list of restaurants with pagination support.
### User Interface
Developed a web application with the following pages:
- Restaurant List Page: Display a list of restaurants. Clicking on a restaurant navigates to the restaurant's detail page.
- Restaurant Detail Page: Show details of a specific restaurant.
- Location Search: Search restaurants within a given latitude and longitude range.
- Image Search: Upload an image of food and search for restaurants offering similar cuisines.
## Additional Use Cases (Optional)
Implemented the following additional features:
- Filtering Options:
- By Country
- By Average Spend for Two People
- By Cuisines
- Search Functionality: Enable search for restaurants by name.
## Tech Stack
- Backend: Python, FastAPI
- Frontend: ReactJS
- Database: MongoDB
- HTTP Requests: Axios
- 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))
## Commands to run the project
### Clone the repository
bash
git clone https://github.com/Praadnya/CuisineCompass.git
### Backend
To start the FastAPI server, run:
bash
cd pes-Prannay
uvicorn app.main:app --reload
### Frontend
To start the React app, run:
bash
cd pes-Prannay/zomato-frontend
npm start