🚀 Text-to-Image Generation using MMagic's Stable Diffusion Model 🖼️

This Python script demonstrates how to use the MMagic API to generate stunning images from text prompts using the powerful Stable Diffusion model. Simply provide a text prompt, and the script will create an image that brings your ideas to life! 🌟

Clone this repository

git clone https://github.com/adrienckr/stablediff-mmagic.git

Prerequisites 🛠️

Before you get started, make sure you have the following dependencies installed:

• Python 3.8 (or a compatible version) 🐍
• Miniconda ⚙️

Installation Steps 📦

Follow these simple steps to set up your environment for using the MMagic Stable Diffusion model:

1. Install Miniconda on your system if you haven't already.

2. Create a Conda environment and activate it using the following commands:

   conda create --name mmagic python=3.8 -y
   conda activate mmagic

3. Check your CUDA version by running the command:

   nvcc --version

4. Install PyTorch by referring to the official PyTorch documentation. Select the appropriate configuration based on your system and follow the installation instructions.

   

5. Install the MMCV library using MIM, a package manager for AI and machine learning dependencies. Run the following commands:

   pip install -U openmim
   mim install 'mmcv>=2.0.0'

6. Install mmengine from the GitHub repository:

   pip install git+https://github.com/open-mmlab/mmengine.git

7. Install the mmagic toolbox in editable mode using the following command:

   git clone https://github.com/open-mmlab/mmagic.git
   cd mmagic
   pip3 install -e . -v

   The -e . flag is used to install the Python package in editable mode, meaning that any changes made to the source code will be reflected in the installed package.

8. Additionally, install accelerate for faster and less memory-intensive model loading:

   pip install accelerate

9. Run the script:

   python app.py

10. You will be prompted to enter your text prompt. Type your desired prompt and press Enter.

11. **The script will generate an image based on your text prompt and save it to the output directory as sd_res.png. 🖼️

Now you're ready to create amazing images from your text prompts with MMagic's Stable Diffusion model! 🎨✨