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TextifyImage

TextifyImage is a web application that leverages the power of AI to generate images from text prompts. By utilizing OpenAI's DALL-E model and Huggingface's Stable Diffusion model, TextifyImage allows users to transform their textual descriptions into stunning visual representations. Screenshot (449)

Features

  • DALL-E Image Generation: TextifyImage utilizes OpenAI's DALL-E model to generate high-quality images based on user-provided text prompts.
  • Huggingface Diffusers Image Generation: TextifyImage also leverages Huggingface's Stable Diffusion model to generate AI-based images from text prompts.
  • Streamlit User Interface: The application provides an intuitive user interface powered by Streamlit, making it easy for users to interact with and generate images.

Installation

To run TextifyImage locally, follow these steps:

  1. Clone the repository:
git clone https://github.com/your-username/TextifyImage.git
cd <repository>
  1. Install the required dependencies:
pip install -r requirements.txt
  1. Set up the OpenAI API key:
  • Sign up for an OpenAI account and obtain your API key.
  • Set the API key as an environment variable or directly in the code (replace YOUR_OPENAI_API_KEY in the code):
openai.api_key = 'YOUR_OPENAI_API_KEY'
  1. Download Stable diffusion v1.5 weights and save in project directory:
wget https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt
  1. Run the application:
streamlit run app.py

Acknowledgments

  • This project was inspired by the capabilities of OpenAI's DALL-E and Huggingface's Stable Diffusion models.
  • I would like to thank the developers and contributors of OpenA and Huggingface for their invaluable work and open-source contributions.