wildintelproject/dataset34

Wildintel Camtrapdp

Version: 1.0

Camtrap DP camera-trap dataset, published via the WildINTEL project.

Dataset format

This dataset is distributed as a Camtrap DP data package — the community standard for structuring and sharing camera-trap data.

.
├── datapackage.json      ← Camtrap DP metadata descriptor
├── deployments.csv       ← camera deployment records
├── media.csv             ← media (image) records — public media only, filePath is remote
├── observations.csv      ← classification/observation records
├── images/               ← the public image files referenced in media.csv
├── camtrapdp-local.zip   ← same package, but media.csv's filePath is relative to images/
├── checksums-sha256.txt
├── CITATION.cff
└── LICENSE

camtrapdp-local.zip is meant for local use: extract it next to the images/ folder and media.csv's filePath will already point to images/<file> instead of a remote URL — no network access needed to resolve media files.

Privacy

Only media marked as public (filePublic=true in media.csv) is included in this export. Observations tied exclusively to non-public media have been removed.

Integrity verification

checksums-sha256.txt lists the SHA-256 hash of every file in this export, to verify nothing was corrupted or truncated after downloading.

Source

Generated from Trapper via wildintel-camtrapdp-publisher.

Hugging Face repository

wildintelproject/dataset34

Contributing

Issues and pull requests are welcome in the source code repository: https://github.com/wildintelproject/wildintel-camtrapdp-publisher

Funding

This work is part of the WildINTEL project, funded by the Biodiversa+ Joint Research Call 2022-2023 "Improved transnational monitoring of biodiversity and ecosystem change for science and society (BiodivMon)".

License

This dataset is released under: CC-BY-4.0. See the LICENSE file for the full text.

Citation

To cite this dataset:

Santiago Gutiérrez Zapata (2026). Wildintel Camtrapdp (Version 1.0) [Data set]. Hugging Face. https://huggingface.co/datasets/wildintelproject/dataset34

This citation was generated from the CITATION.cff file. See About CITATION files for more info.

Limitations and ethical considerations

Before using this dataset, users should review possible limitations related to camera-trap data, class imbalance, annotation quality, environmental bias, privacy, and sensitive ecological information.