BirdNET-Analyzer

What's Changed

• 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

What's Changed

Known issues

• The audio file selection dialog in the single file tab doesn't allow the selection of files on macOS. But using drag-drop still works.
• Exported Raven models, currently don't run in Raven Pro, likely due to changes in our Tensorflow version and the way the model is created. Please use a previous version if you want to continue training Raven models for now.

Fixes

• Fixed bug that saves faulty custom classifier if 'both' was selected by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/783
• Fixed files not being saved to disk by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/796
• Fix focal loss in autotune and apply sigmoid for test data evaluation by @max-mauermann in https://github.com/birdnet-team/BirdNET-Analyzer/pull/792
• Monitor validation loss for early stopping by @max-mauermann in https://github.com/birdnet-team/BirdNET-Analyzer/pull/793

Changes

• Move embedding-search to tab bar by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/784
• Fail on empty line in species list + trim by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/790

Features

• Added Perch v2 as an alternative by @Josef-Haupt in https://github.com/birdnet-team/BirdNET-Analyzer/pull/788

Full Changelog: https://github.com/birdnet-team/BirdNET-Analyzer/compare/v2.2.0...v2.3.0