MATLAB-Community-Toolboxes-at-INCF / DeepInterpolation-MATLAB

A MATLAB implementation of the DeepInterpolation principle.
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custom datastore workflow for DeepInterpolation-MATLAB #6

Closed tkuenzmw closed 11 months ago

tkuenzmw commented 1 year ago

Upon Vijays suggestion I pushed my branch of Deepinterpolation-MATLAB. This contains an example of a custom datastore that can be used to train the DeepInterpolation-MATLAB model with "unlimited" number of frames (my scientific partners report using >4000 frames for training without finding issues...). I also added "stand-alone" training and inference functions that can be run as batch jobs e.g. on a cluster. A workflow-demo .mlx file explain the use.

--> all this does not have to be merged as is into the project, this is meant as an example how to expand the DeepInterpolation-MATLAB idea tested by actual scientific beta users (at the RWTH Aachen University and the MPI for the Neurobiology of Behavior in Bonn)

vijayiyer05 commented 12 months ago

As discussed:

Reach out to me with any Dandi/DandiHub questions!