antenna
https://github.com/rolnicklab/antenna
Python
An online toolset to manage and analyze data collected from insect camera traps for research and conservation efforts.
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Help out
- Issues
- Sort occurrences by visual similarity to one occurrence
- Declare each model's vector length and add nearest-neighbour indexes when exact search gets slow
- Score a classifier against a fixed set of occurrences, and show where it does well
- Let a job type declare what it needs, and an algorithm say whether it can be retrained
- Build a classifier training set from verified occurrences, and serve it
- Retrain a classifier head from a training set, and take the result back
- Start a classifier retrain from the job form
- Show how each model scores, and where it does well
- Keep a fixed list of occurrences as a set, and make one from the occurrences page
- Keep each occurrence's machine and human determinations side by side, with their own scores
- Docs
- Python not yet supported