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davanstrien  updated a Space 18 days ago
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davanstrien  published a Space 18 days ago
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LILA BC — Community Mirror (unofficial)

HF-native, viewer-ready object-detection versions of camera-trap datasets from the Labeled Information Library of Alexandria: Biology and Conservation (LILA BC).

⚠️ This is an unofficial community mirror — not affiliated with or endorsed by LILA BC. All datasets retain their original CDLA-Permissive-1.0 license and citations. LILA maintainers are warmly welcome to adopt, rename, or take ownership of this org.

Why this exists

The datasets are materialised into parquet so that:

  • 🖼️ the Hugging Face dataset viewer renders the bounding boxes, and
  • 🚀 each set trains in one command with the vision-trainer skill.

This complements the existing LILA presence on the Hub rather than competing with it:

Repo Role
society-ethics/lila_camera_traps comprehensive streaming loader (all LILA sets, fetched from blob storage)
imageomics/IDLE-OO-Camera-Traps balanced classification benchmark
lila-bc-community (here) materialised, viewer-ready object-detection sets

Datasets

Built with the open build_lila_detection.py converter (resolves any LILA dataset from the official metadata table). Empty frames and privacy-stripped human labels are excluded so the sets are clean for detection.

Maintained by @davanstrien. Questions or a request to take this over? Open a discussion on any dataset here, or reach LILA at info@lila.science.

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