spidy20/dalle_image_generator

This is OpenAI DALL.E 2 Image Generator Python Web Application.

DALL·E 2 Image Generator Python App

Watch the Tutorial for this Project

Overview

This project demonstrates the creation of a "Text to Image" application using Python, OpenAI, and Streamlit. The following technologies and services are used:

• Streamlit as a server and handling front end.
• OpenAI API key from OpenAI.
• DALL.E-2 model for text-to-image generation.
• AWS EC2 for deployment (24/7 running).

Steps

1. Create free accounts on OpenAI and AWS.
2. Create a Streamlit App.
3. Create an EC2 instance on AWS.
4. Git clone this repository on the EC2 instance.
5. Install the requirements.
6. Use the OPENAI_API_KEY in your code (avoid using static values, use global variables).
7. Run the script on the EC2 instance.

Usage

To use this project:

1. Clone the repository.
2. Open a terminal in the working directory.
3. Run the following command to install the required dependencies:

   pip install -r requirements.txt
   

4. Set the OPENAI_API_KEY as a global variable in your environment (replace -------API KEY-------- with your actual API key):

   export OPENAI_API_KEY="-------API KEY--------"
   

5. The App.py file contains the Streamlit application.
6. Run the script with the following command:

   nohup python3 streamlit run App.py --server.port 80
   

7. To stop the running application:
   • Get the process ID of the running process:

     ps -ef 
     

   • Kill the process using its ID:

     kill [PROCESS_ID]
     

For a more detailed explanation of this project, refer to the tutorial on the Machine Learning Hub YouTube channel.

Screenshots

Support

If you find this project helpful, consider supporting me:

• Buy me a Coffee☕
• Donate via PayPal (It will inspire me to work on more projects)

Feel free to follow me and star⭐ this repository!

dalle_image_generator's Issues

No longer support

You tried to access openai.Image, but this is no longer supported in openai>=1.0.0 - see the README at https://github.com/openai/openai-python for the API.

You can run openai migrate to automatically upgrade your codebase to use the 1.0.0 interface.

Alternatively, you can pin your installation to the old version, e.g. pip install openai==0.28

A detailed migration guide is available here: openai/openai-python#742