batdetect2/docs/source/how_to/data/import-legacy-batdetect2-annotations.md

How to import legacy batdetect2 annotations

Use this guide if your annotations are in older batdetect2 JSON formats.

Two legacy formats are supported:

• batdetect2: one annotation JSON file per recording
• batdetect2_file: one merged JSON file for many recordings

1) Choose the correct source format

Directory-based annotations (format: batdetect2):

sources:
  - name: legacy_per_file
    format: batdetect2
    audio_dir: /path/to/audio
    annotations_dir: /path/to/annotation_json_dir

Merged annotation file (format: batdetect2_file):

sources:
  - name: legacy_merged
    format: batdetect2_file
    audio_dir: /path/to/audio
    annotations_path: /path/to/merged_annotations.json

2) Set optional legacy filters

Legacy filters are based on annotated and issues flags.

filter:
  only_annotated: true
  exclude_issues: true

To load all entries regardless of flags:

filter: null

3) Validate and convert if needed

Check loaded records:

batdetect2 data summary path/to/dataset.yaml

Convert to annotation-set output for downstream tooling:

batdetect2 data convert path/to/dataset.yaml --output path/to/output.json

4) Continue with current workflows

• Run predictions: {doc}../inference/run-batch-predictions
• Train on imported data: {doc}../../tutorials/train-a-custom-model
• Field-level reference: {doc}../../reference/configs/data/data-sources