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Benjamin Weinstein edited this page Nov 24, 2024 · 7 revisions

Welcome to the BOEM wiki!

Potential innovations to explore

  • Intelligent cropping with pre-zoomed levels based on bounding box density.
  • Label propagation after ground truth labeling.
  • Leveraging INaturalist data to bolster species classifications.
  • Hierarchical models as implemented by the Stella Yu's group.
  • A labelstudio workflow that captures 'why' an image was sent to be annotated, and what date and version.
  • Temperature scaling.
  • Through gatornetwork chatgpt license, set up https://github.com/chenfei-wu/TaskMatrix, to interact with image database.
  • simulated data https://arxiv.org/pdf/2308.07766

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