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Add generalized MultiModal data-loader ABC #755

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isaacmg opened this issue May 23, 2024 · 0 comments
Open
4 tasks

Add generalized MultiModal data-loader ABC #755

isaacmg opened this issue May 23, 2024 · 0 comments

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@isaacmg
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isaacmg commented May 23, 2024

We need a multi-modal data-loader that can load both time series data and recurring image data from the cloud. Moreover we need a data-loader that can work with CrossVIVIT and other TS/Image models.

  • Research common image/time series models and how they load data. Write this up on Confluence.
  • Create an ABC multi-modal loader that has methods that need to be implemented for either text, image or audio. This model should be a good base class for handling CSV or other files with images occurring at different intervals.
  • Create documentation detailing how files should be laid out for multi-modal loader
  • Create automated download of large files from GCP
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