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MouseLand / cellpose

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities
https://www.cellpose.org/
BSD 3-Clause "New" or "Revised" License
1.27k stars 366 forks source link

[FEATURE] Support for distributed learning #733

Open robbrad opened 1 year ago

robbrad commented 1 year ago

Is your feature request related to a problem? Please describe. Could Cellpose use something like SageMaker SDK

To perform distributed training - allowing for the GUI / Human in the loop to be separated from the instance doing the training?

Describe the solution you'd like When the user clicks the model it would make a call to the Sagemaker to perform the training remotely

Additional context Prob only really useful if the training time is going to take a long time.

mrariden commented 1 year ago

Sounds like a duplicate of #725. I think that implementing something like SageMaker is beyond the scope of the Cellpose project @carsen-stringer ?