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Distributed image processing

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Closes https://github.com/dask/dask-image/issues/305

Opening this issue to track adding Python 3.12 support. Some work was already done in PR: https://github.com/dask/dask-image/pull/357 Though more work may still be needed Also would be good to include...

Probably we should create a release given the new functionality from https://github.com/dask/dask-image/pull/213 and https://github.com/dask/dask-image/pull/344 ! Happy to do this in the next days if you guys agree @jakirkham @GenevieveBuckley.

(Edited by @m-albert) In the presence of `pyarrow`, dask by default assumes dataframes of type object to be pyarrow strings (see https://github.com/dask/dask/issues/10139#issuecomment-1655928619). This creates problems revealed by failing tests (e.g....

**Describe the issue**: I am trying to use `dask_image.ndmeasure.find_objects` for bounding box detection. I have a label-image (dtype int32) with values [0, 149] of `shape = (249, 1000, 1250)`. This...

**Describe the issue**: **Minimal Complete Verifiable Example**: ```python # Put your MCVE code here ``` **Anything else we need to know?**: **Environment**: - Dask version:'2023.5.0' - Python version:3.8 - Operating...

To simplify the release process, wonder if it would be worthwhile to bake most of [the release steps]( https://github.com/dask/dask-image/blob/264bd1d842cb6e4c8df24492ed303c32ab7222e1/docs/release/release_guide.rst ) into a GHA workflow that responds to a `git tag`...

There are two problems: 1. I don't think pytest is running flake8 like it should be, and 2. When you do force flake8 to run with pytest manually, there are...

At this point CuPy 9.0.0 has what we need as discussed in PR ( https://github.com/dask/dask-image/pull/325 ) Perhaps we should update requirements and [`importorskip` lines]( https://github.com/search?q=repo%3Adask%2Fdask-image+importorskip&type=code ) to match

@jakirkham suggested potentially testing against nightly Dask in this repo's GPU CI (https://github.com/dask/dask-image/pull/318#discussion_r1194329604); this could be nice to get a sense of when breaking changes are coming, but also contrasts...