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cuCIM - RAPIDS GPU-accelerated image processing library

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There is some leftover logic for older Python versions (pre-3.9). As we require Python 3.9+, this logic can be dropped. Would be good to clean things up a bit

maintenance

Currently cuCIM has a number of dependencies it retrieves via CMake and often statically links * https://github.com/rapidsai/cucim/tree/d04887109cd12aebafad8cad214e43d39cbd1906/cpp/plugins/cucim.kit.cumed/cmake/deps * https://github.com/rapidsai/cucim/tree/d04887109cd12aebafad8cad214e43d39cbd1906/cpp/plugins/cucim.kit.cuslide/cmake/deps Ideally we would retrieve these via package managers (to ensure they...

maintenance

**Is your feature request related to a problem? Please describe.** It would be good to provide a bilateral filter equivalent to the one used in `skimage.restoration.denoise_bilateral`. This version works for...

feature request

As CuPy 13 came out recently and we have rather loose CuPy version constraints, CuPy 12 is no longer tested on CI. However we would like to test against both....

maintenance

**Describe the bug** When working on wheel builds in #619, it was observed that a single test case, `test_cache_hit_miss` would fail when running the wheel tests. Temporarily, this test case...

bug

Currently the default build mode with the cuCIM CMake build is debug (instead of release). Maybe it is worth changing to release instead of debug xref: https://github.com/rapidsai/cucim/pull/619/files#r1383854521

From @bdice 's comment ( https://github.com/rapidsai/cucim/issues/305#issuecomment-1670273320 ): > Additional context on rapids-cmake: I noticed a lot of CMake dependencies that are duplicating pinnings and features that are handled by rapids-cmake....

DICOM WSI is being encouraged for use as a standard format for WSI in order to leverage existing clinical and research archives and to propagate identifying and descriptive metadata (subject,...

feature request

Currently `libcucim` statically links `libnvjpeg`. However it would be better if this could be dynamically linked (or `dlopen`ed) https://github.com/rapidsai/cucim/blob/0a6bf42b509408cf26e22d0392dd144ded4eb716/conda/recipes/libcucim/meta.yaml#L64

**Is your feature request related to a problem? Please describe.** cuCIM is currently supporting some generic Digital Pathology-related image formats (generic RGB tiled TIFF, Philips TIFF, etc). cuCIM can easily...

feature request
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