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Benjamin Weinstein edited this page Nov 24, 2024
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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