BirdNET-Analyzer

v2.4.0 Breaking

This release includes 1 breaking change for platform teams planning a safe upgrade.

Published 6mo Model Serving & MLOps

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

acoustic-monitoring bioacoustics birds birdsong machine-learning

Summary

AI summary

Perch model 'Predict species' option removed.

Full changelog

Added hint about optimal threshhold by @max-mauermann in https://github.com/birdnet-team/BirdNET-Analyzer/pull/805
Removed the embedding normalization after data loading during training by @max-mauermann in https://github.com/birdnet-team/BirdNET-Analyzer/pull/817
Fix custom classifier false positives by removing BatchNormalization layers by @tphakala in https://github.com/birdnet-team/BirdNET-Analyzer/pull/824
Enabled select/deselect all option for checkbox group in eval tab by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/825
Allow custom species list with custom classifier by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/827
Show species list in GUI on selection by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/827
Updated result view to show more details on skipped files by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/830
Use utf-8 to open eBird codes file by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/831
Remove 'Predict species' option for perch model by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/832
Update deps for macOS by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/833

Full Changelog: https://github.com/birdnet-team/BirdNET-Analyzer/compare/v2.3.0...v2.4.0

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About BirdNET-Analyzer

BirdNET analyzer for scientific audio data processing.