GPU-accelerated image processing using CUDA
pip install napari-cupy-image-processing
A more detailed example for installation (change 10.2 to your CUDA version):
conda create --name cupy_p38 python=3.8 conda activate cupy_p38 conda install -c conda-forge cupy cudatoolkit=10.2 conda install napari pip install napari-cupy-image-processing
When executing the first operation right after CUDA installation, napari may freeze and crash. Wait a minute and try again.
Contributions are very welcome. Adding cupy ndimage functions is quite easy as you can see in the implementation of the current operations. If you need another function in napari, just send a PR. Please make sure the tests pass locally before submitting a PR.
pip install pytest-cov pytest-qt pytest --cov=napari_cupy_image_processing
Distributed under the terms of the MIT license, "napari-cupy-image-processing" is free and open source software
If you encounter any problems, please file an issue along with a detailed description.
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