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BatDetect2
Deep-learning call detection and classification for research pipelines.
What it does
BatDetect2 detects individual bat calls and predicts classes in high-frequency recordings. Its Python toolkit supports command-line inference, custom-model training and evaluation. The default model uses UK data; the current repository advertises version 2.0.0b3 as a beta with changed workflows.
Who it is for
Technical researchers adapting bat classifiers to their own pipelines.
What stands out
- Per-call detections and predicted classes
- CLI and Python inference
- Custom model training and evaluation
Limitations to consider
- Default UK training does not establish worldwide species coverage.
- CC BY-NC 4.0 restricts commercial use without separate permission.
Integrations & connections
Tasks it can help with
Sources & verification
This profile is based on vendor documentation, checked Oct 27, 2026. It is not a hands-on review or a performance benchmark. Unknown details are marked explicitly.
Current BatDetect2 repository and beta statusCurrent model functionality and CLI/Python workflowsCurrent CC BY-NC 4.0 licenseCurrent BatDetect2 model FAQCurrent custom-model training documentationSuggest a correction