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Create class for performing creation and manipulation of datasets #35

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monocongo opened this issue Nov 26, 2019 · 0 comments
Open
5 tasks

Create class for performing creation and manipulation of datasets #35

monocongo opened this issue Nov 26, 2019 · 0 comments
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@monocongo
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Create a dataset API that allows a user to specify

  • download source(s) (OpenImages, COCO, private repo, etc.)
  • labels
  • resize dimensions
  • train/valid/test split
  • output directory

Extend the PyTorch Dataset class, maintain dataset info (bounding boxes, file locations, etc. internally using a pandas DataFrame, read/write info in CSV files similar to OpenImages, etc.
@monocongo monocongo self-assigned this Nov 26, 2019
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