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Image Creation Using Text Prompts

Overview

This repository contains a Python script that utilizes the Replicate Image Creation API to generate images from text prompts. You can create unique and imaginative visuals using descriptive text as input.

Requirements

Before using this script, ensure you have the following requirements in place:

  • Python 3.x
  • The replicate library
  • An API key or access to the Replicate Image Creation API, which you can obtain from Replicate
  • Optionally, you can choose one of the provided models (uncomment the desired model in the code).

Getting Started

Follow these steps to get started with image creation from text prompts:

  1. Clone or download this repository to your local machine.

  2. Make sure you have the necessary Python packages installed. You can install the required packages using pip:

    pip install replicate requests

  3. Open the text2image.py file and update the following parameters:

    • prompt: Define a descriptive text prompt to generate the image.
    • n_prompt: Specify any negative prompts that influence the image generation.
    • height and width: Set the dimensions of the generated image (default is 1024x1024).
    • prompt_w: Adjust the prompt strength (-1 to 1).
    • refine: Choose the refining method ("no_refiner," "expert_ensemble_refiner," or "base_image_refiner").
    • scale: Define the guidance scale (default is 7.5, max 20).
    • lora_source: Set the source for the LoRA model.
    • inference: Define the number of inference steps (default is 8, max 50).
    • h_noise: Specify the high noise fraction (default is 0.8).
    • s_lora: Set the LoRA scale (default is 0.6).

  4. Save your changes.

  5. Execute the text2image.py script.

Output

The generated image will be saved as "sample_image.png" in the same directory where the script is located.

Additional Information

You can find more details about the models and the Replicate Image Creation API on the respective links:

Acknowledgments

  • Thanks to Replicate for providing access to the Replicate Image Creation API.

Explore the various models and prompts to unleash your creativity and generate captivating images from text descriptions!

support

You can support me by buy me a coffee if u like to.