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---
license: cc-by-4.0
pretty_name: Wildintel Camtrapdp
---

# Wildintel Camtrapdp

![License](https://img.shields.io/badge/license-CC--BY--4.0-blue.svg)
[![WildINTEL](https://img.shields.io/badge/WildINTEL-project-blue)](https://wildintel.eu/)

Version: `1.0`

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

## Dataset format

This dataset is distributed as a [Camtrap DP](https://camtrap-dp.tdwg.org/) data package —
the community standard for structuring and sharing camera-trap data.

```text
.
├── 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](https://gitlab.com/trapper-project/trapper) via
[wildintel-camtrapdp-publisher](https://github.com/wildintelproject/wildintel-camtrapdp-publisher).

## Hugging Face repository

```text
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](https://wildintel.eu/), funded by the
[Biodiversa+](https://www.biodiversa.eu/) 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`](CITATION.cff) file. See
[About CITATION files](https://docs.github.com/en/repositories/managing-your-repositorys-settings-and-features/customizing-your-repository/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.