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Things I'd do:

  • Much cleaner UI for all of the model metrics (currently can't compare models very well at all)
  • More info on memory useage and inference speeds of different models in different formats (on different hardware).
  • Much more modern and more searchable documentation, actually annoate the code and integrate code with docs.
  • More demos
  • Integrate directly with more modern Computer Vision tooling (e.g. voxel51, CVAT and supervision)