codemaker2015/text-to-image-generator

Text to image generator app using streamlit and replicate with sdxl model by stability ai

✨ Image Generation App ✨

Powered by cutting-edge AI models running on Replicate and wrapped in a Streamlit interface, this app lets you transform plain text prompts into mesmerizing visual masterpieces.

Technical Features

• Neural Model: Leverages the power of the replicate.run model for image generation, providing detailed and accurate depictions.
• Streamlit Framework: Built atop the versatile Streamlit library, ensuring a smooth and responsive UI/UX.
• Dynamic Customization: You can peek "under the hood", tune hyperparameters like guidance_scale, prompt_strength, and more for fine-grained control.

Getting Started

1. Clone the repository:

   git clone https://github.com/codemaker2015/text-to-image-generator.git

2. Navigate to the project directory:

   cd image-generator-app

3. Install the dependencies:

   pip install -r requirements.txt

4. Paste your Replicate API token in the secrets.toml file:

   REPLICATE_API_TOKEN = "paste-your-replicate-api-token-here"

Usage

1. Run the Streamlit app:

   streamlit run streamlit_app.py

2. Navigate to the provided local URL, and voila! Start crafting your visual narratives.

• Model Description: This is a model that can be used to generate and modify images based on text prompts. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders (OpenCLIP-ViT/G and CLIP-ViT/L).

• Resources for more information: Check out our GitHub Repository and the SDXL report on arXiv.