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v2.0.0b1

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@mbsantiago mbsantiago released this 07 May 09:01
· 45 commits to main since this release
v2.0.0b1
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BatDetect2 2.0.0b1

This is the first beta release of the new batdetect2 2.0 workflow.
2.0.0b1 is a pre-release. We would really appreciate feedback while the new CLI, Python API, training, evaluation, and output workflows settle.

Highlights

  • New BatDetect2API workflow for inference, training, evaluation, and fine-tuning
  • New process CLI workflow for batch inference
  • Built-in default checkpoint handling and easier checkpoint loading
  • Support for loading checkpoints from Hugging Face
  • Fine-tuning from checkpoints
  • Expanded output format support, including raw, batdetect2, soundevent, and parquet-style workflows
  • Restored legacy-style batdetect2 process outputs where needed
  • Configurable class labels and richer target/config handling
  • Refreshed docs, tutorials, references, and migration guide
  • Refreshed default bundled checkpoint/model

Docs

  • Start in docs/
  • Migration help: docs/source/legacy/migration-guide.md

Feedback

If you run into issues or have feedback on the new workflows, please open a GitHub issue.

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