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verified publisher icon monocongo

Create class for performing creation and manipulation of datasets

Open monocongo opened this issue 6 years ago • 0 comments

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 avatar Nov 26 '19 16:11 monocongo