vol = qim3d.examples.bone_128x128x128
qim3d.viz.slicer(vol)
```
![viz slicer](assets/screenshots/viz-slicer.gif)

# Generate synthetic collection of blobs
num_objects = 15
synthetic_collection, labels = qim3d.generate.collection(num_objects = num_objects)

# Visualize synthetic collection
qim3d.viz.vol(synthetic_collection)
```
<iframe src="https://platform.qim.dk/k3d/synthetic_collection_default.html" width="100%" height="500" frameborder="0"></iframe>

vol = qim3d.examples.NT_128x128x128
val, vec = qim3d.processing.structure_tensor(vol, visualize = True, axis = 2)
```

![structure tensor](assets/screenshots/structure_tensor_visualization.gif)

[Miniconda](https://docs.anaconda.com/free/miniconda/index.html) is a free minimal installer for conda. 

Here are some quick instructions to help you set up the latest Miniconda installer for your system: 

=== "Windows"

    The easiest way to install Miniconda on Windows is through the graphical interface installer. Follow these steps:

    1. Download the installer [here](https://repo.anaconda.com/miniconda/Miniconda3-latest-Windows-x86_64.exe).
    2. Run the installer and follow the on-screen instructions.
    3. When the installation finishes, open `Anaconda Prompt (miniconda3)` from the Start menu.
    

=== "macOS"

    The easiest way to install Miniconda on macOS is through the graphical interface installer. Follow these steps:

    1. Download the correct installer for your processor version. If you are unsure about your version, check [here](https://support.apple.com/en-us/116943).
        - For Intel processors, download [x86](https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.pkg)
        - For Apple Silicon (M1/M2/M3 etc) processors, download [arm64](https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-arm64.pkg)

    2. Run the installer and follow the on-screen instructions.
    
=== "Linux"
    These four commands quickly and quietly install the latest 64-bit version of the installer and then clean up after themselves. To install a different version or architecture of Miniconda for Linux, change the name of the `.sh` installer in the `wget` command.

    ```bash
    mkdir -p ~/miniconda3
    wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O ~/miniconda3/miniconda.sh
    bash ~/miniconda3/miniconda.sh -b -u -p ~/miniconda3
    rm -rf ~/miniconda3/miniconda.sh
    ```

    After installing, initialize your newly-installed Miniconda. The following commands initialize for bash and zsh shells:

    ```bash
    ~/miniconda3/bin/conda init bash
    ~/miniconda3/bin/conda init zsh
    ```

conda create -n qim3d python=3.11

conda activate qim3d

pip install qim3d

× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [14 lines of output]
    running bdist_wheel
    running build
    running build_py
    creating build
    creating build\lib.win-amd64-cpython-311
    creating build\lib.win-amd64-cpython-311\noise
    copying perlin.py -> build\lib.win-amd64-cpython-311\noise
    copying shader.py -> build\lib.win-amd64-cpython-311\noise
    copying shader_noise.py -> build\lib.win-amd64-cpython-311\noise
    copying test.py -> build\lib.win-amd64-cpython-311\noise
    copying __init__.py -> build\lib.win-amd64-cpython-311\noise
    running build_ext
    building 'noise._simplex' extension
    error: Microsoft Visual C++ 14.0 or greater is required. Get it with "Microsoft C++ Build Tools": https://visualstudio.microsoft.com/visual-cpp-build-tools/
    [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for noise
```

pip install --upgrade qim3d