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

A MATLAB implementation of the DeepInterpolation principle.
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Read files in chunks from remote storage #36

Open jbentvelsen opened 1 year ago

jbentvelsen commented 1 year ago

Currently, all workflows require the complete dataset to be available on the local disk. However, services like AWS may also support reading single frames from dataset at a time. With this 'streaming' approach the user can directly start training, without having the download the full file first.

tkuenzmw commented 1 year ago

I really like where you are going with this! This is exactly what I was brainstorming as well about the datastore/generator-like functionality

From: Joris @.> Sent: Monday, 30 October 2023 13:58 To: MATLAB-Community-Toolboxes-at-INCF/DeepInterpolation-MATLAB @.> Cc: Subscribed @.***> Subject: [MATLAB-Community-Toolboxes-at-INCF/DeepInterpolation-MATLAB] Read files in chunks from remote storage (Issue #36)

Currently, all workflows require the complete dataset to be available on the local disk. However, services like AWS may also support reading single frames from dataset at a time. With this 'streaming' approach the user can directly start training, without having the download the full file first.

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