Stable Fast 3D

In this post, we’ll guide you on how to download and install the Stable Fast 3D model, Stability AI’s latest innovation for rapid 3D asset generation. This cutting-edge model allows you to create high-quality 3D models from a single image in just 0.5 seconds, making it ideal for use in gaming, VR, e-commerce, and architectural visualization. By following this guide, you’ll be able to quickly integrate this powerful tool into your workflow and start creating detailed 3D assets with unprecedented speed and efficiency.

How to Download and Install Stable Fast 3D

Setting Up Your Computer
Before we can use the model, we need to get your computer ready. This is like making sure your kitchen has all the utensils before you start cooking.

  • Install Python: Python is a programming language that helps your computer run the model. If you don’t have it installed, download it from here for Windows and here for Mac. Follow the instructions to install it.
  • Install CUDA and PyTorch: CUDA is a tool that helps your computer’s graphics card process tasks faster. PyTorch is a library that makes it easier to work with AI models. Open a terminal and run the following command:
    PyTorch Installation Command
    pip install torch torchvision torchaudio
Downloading and Setting Up the Model
Now that your computer is ready, we need to download the Stable Fast 3D model and set it up.

  • Download the Model Repository: The model’s files are stored in a repository, like a big folder on the internet. We need to download this to your computer.
    Git Clone Command
    git clone https://github.com/Stability-AI/stable-fast-3d.git
  • Install the Necessary Packages: These packages are like ingredients that your computer needs to run the model properly.
    Change Directory Command
    cd stable-fast-3d
    Install Requirements Command
    pip install -r requirements.txt
    Install Demo Packages Command
    pip install -r requirements-demo.txt
Running the Model
With everything set up, we’re ready to run the model and create 3D models from images.

  • Generating a 3D Model from an Image: To turn an image into a 3D model, we’ll use a command that tells your computer to take a specific image and process it.
    Generate 3D Model Command
    python run.py demo_files/examples/chair1.png --output-dir output/
  • Customizing the Output: You can adjust the settings to change how the 3D model is created. For example, you can specify the resolution or the type of remeshing.
    Texture Resolution Command
    python run.py demo_files/examples/chair1.png --output-dir output/ --texture-resolution 1024
    Remesh Option Command
    python run.py demo_files/examples/chair1.png --output-dir output/ --remesh_option Quad
Viewing and Using Your 3D Models
Once the model finishes processing, your 3D models will be saved in the output/ folder in the format .GLB. You can use these models in 3D software, games, or virtual reality environments.

How to Use Stable Fast 3D

Running the Model
Generate a 3D Model from an Image: You can run the model by executing a Python script. For instance, to create a 3D model from an image, use the following command:
Generate 3D Model Command
python run.py demo_files/examples/chair1.png --output-dir output/
Customize Output Options
You can adjust parameters such as texture resolution and remeshing.

  • To set the texture resolution:
    Texture Resolution Command
    python run.py demo_files/examples/chair1.png --output-dir output/ --texture-resolution 1024
  • To choose a remeshing option (like Quad or Triangle):
    Remesh Option Command
    python run.py demo_files/examples/chair1.png --output-dir output/ --remesh_option Quad
Using the Gradio Interface
If you prefer a graphical user interface, you can start the Gradio app by running:
Start Gradio App Command
python gradio_app.py
This will open a web interface in your browser where you can upload images and generate 3D models interactively.

Key Features of Stable Fast 3D

Ultra-Fast 3D Asset Generation: Stable Fast 3D creates high-quality 3D models from a single image in just 0.5 seconds. This rapid processing is ideal for real-time applications and quick prototyping across industries.
High-Quality Outputs with UV Unwrapping: The model generates detailed 3D assets with UV-unwrapped meshes, realistic material parameters, and reduced baked-in illumination, making them easier to integrate into various applications like gaming and VR.
Versatile Application Support: Designed for a wide range of uses, Stable Fast 3D is perfect for game development, virtual reality, e-commerce, and architecture, offering quick, high-quality 3D assets from minimal input.
Built on Advanced Technology: Utilizing an improved version of TripoSR, the model employs a transformer network for generating high-resolution triplanes, with enhanced material and illumination estimation, ensuring efficient handling of high-res outputs while reducing artifacts.
With this guide, you’ve successfully learned how to download and install the Stable Fast 3D model, unlocking the ability to generate high-quality 3D assets rapidly from a single image. This powerful tool is now at your disposal to enhance your projects in gaming, VR, e-commerce, and more. As you continue to explore its capabilities, you’ll find that Stable Fast 3D significantly boosts both your productivity and the quality of your 3D content creation.