Dibyajeet-Das/Food_Recipie_Generator

Food Recipie Generator is an AI-powered web application that creates delicious and custom food recipes based on user-input dish names. Using a fine-tuned GPT-2 Transformer model, the app generates complete recipes , including ingredients and cooking steps ,tailored to the dish name you provide.

JavaScript

0

38 commits

updated May 22, 2025

See the code

README

Food Delight – AI-Powered Food_Recipe_Generator

Welcome to Food Delight, an AI-powered food recipe generator that helps users instantly discover creative and delicious recipes. This project uses a GPT-2 transformer model to generate unique recipes based on dish names provided by the user It also generates the Image of that recipe. In The comment section inside the code i have provided a other model for more enhanced recipie

Created this project by using Django for the backend and a fully responsive HTML, CSS, and JavaScript frontend, the web based app offers a dynamic and modern user experience across both mobile and desktop platforms.

Features

• AI-powered recipe generation using a fine-tuned GPT-2 transformer model

• Produces realistic images of the dish using Stable Diffusion

• Enter the name of a dish and get a complete, custom recipe with an Image

• Search for recipes by name

• Responsive design – optimized for both desktop and mobile views

• Email subscription form with a modern style footer

• Can download your generated recipie

• Fast and interactive frontend powered by vanilla JavaScript

Tech Stack

• Backend: Django (Python)

• Frontend: HTML, CSS, JavaScript

• AI Model: • 1) mbien/recipenlg (GPT-2) – Recipe generation • 2) stabilityai/stable-diffusion-2-1 – Image generation

Getting Started

➤ Prerequisites

• Python 3.8 • pip • virtualenv (recommended)

Installation

➤ Clone the repository: git clone https://github.com/myname/food-delight.git cd food-delight

➤Set up a virtual environment: python -m venv venv

➤Install dependencies: pip install -r requirements.txt

➤Run migrations: python manage.py migrate

➤Start the development server: python manage.py runserver

➤Open in browser: http://127.0.0.1:8000/

➤How to Use Enter a dish name in the input field

Click "Generate Recipe"

The AI will provide a complete recipe including ingredients and steps

Use the footer subscribe form to get updates

Screenshots

To-Do / Future Plan

Save favorite recipes to user profiles Social sharing (copy link / share on WhatsApp, X, Instagram)

Contributing

Contributions are welcome! Feel free to open an issue or submit a pull request with enhancements or bug fixes.

Dibyajeet-Das/Food_Recipie_Generator

Food Recipie Generator is an AI-powered web application that creates delicious and custom food recipes based on user-input dish names. Using a fine-tuned GPT-2 Transformer model, the app generates complete recipes , including ingredients and cooking steps ,tailored to the dish name you provide.

JavaScript

0

38 commits

updated May 22, 2025

See the code

README

Food Delight – AI-Powered Food_Recipe_Generator

Welcome to Food Delight, an AI-powered food recipe generator that helps users instantly discover creative and delicious recipes. This project uses a GPT-2 transformer model to generate unique recipes based on dish names provided by the user It also generates the Image of that recipe. In The comment section inside the code i have provided a other model for more enhanced recipie

Created this project by using Django for the backend and a fully responsive HTML, CSS, and JavaScript frontend, the web based app offers a dynamic and modern user experience across both mobile and desktop platforms.

Features

• AI-powered recipe generation using a fine-tuned GPT-2 transformer model

• Produces realistic images of the dish using Stable Diffusion

• Enter the name of a dish and get a complete, custom recipe with an Image

• Search for recipes by name

• Responsive design – optimized for both desktop and mobile views

• Email subscription form with a modern style footer

• Can download your generated recipie

• Fast and interactive frontend powered by vanilla JavaScript

Tech Stack

• Backend: Django (Python)

• Frontend: HTML, CSS, JavaScript

• AI Model: • 1) mbien/recipenlg (GPT-2) – Recipe generation • 2) stabilityai/stable-diffusion-2-1 – Image generation

Getting Started

➤ Prerequisites

• Python 3.8 • pip • virtualenv (recommended)

Installation

➤ Clone the repository: git clone https://github.com/myname/food-delight.git cd food-delight

➤Set up a virtual environment: python -m venv venv

➤Install dependencies: pip install -r requirements.txt

➤Run migrations: python manage.py migrate

➤Start the development server: python manage.py runserver

➤Open in browser: http://127.0.0.1:8000/

➤How to Use Enter a dish name in the input field

Click "Generate Recipe"

The AI will provide a complete recipe including ingredients and steps

Use the footer subscribe form to get updates

Screenshots

To-Do / Future Plan

Save favorite recipes to user profiles Social sharing (copy link / share on WhatsApp, X, Instagram)

Contributing

Contributions are welcome! Feel free to open an issue or submit a pull request with enhancements or bug fixes.