wildintelcamtrapdp / README.md
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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/wildintelcamtrapdp
```
## 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/wildintelcamtrapdp
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.