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Add Cellpose v4 server implementation with GPU + custom model support#1

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MalloryWittwer merged 1 commit into
Imaging-Server-Kit:mainfrom
alandolt:main
Oct 31, 2025
Merged

Add Cellpose v4 server implementation with GPU + custom model support#1
MalloryWittwer merged 1 commit into
Imaging-Server-Kit:mainfrom
alandolt:main

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@alandolt
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Hi,
Thanks again for all your work on the imaging-server-kit, we're using it currently both in the microscopy pipelines and now also in the lab courses.
I’ve added Cellpose v4, with optional GPU support (via WSL2 + Docker on Windows), and the ability to use custom-trained models.
Let me know if anything is missing or could be improved.
Best,
Alex

This server runs per default on the GPU of the host system. It also enables to run own models, that can be placed in a shared folder between the docker host and the container. Further I've added a cache to the docker-compose file.
@MalloryWittwer MalloryWittwer merged commit d820931 into Imaging-Server-Kit:main Oct 31, 2025
@MalloryWittwer
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Amazing, I think that is a great addition. Thanks!

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2 participants