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| license: cc-by-4.0 | |
| pretty_name: Wildintel Camtrapdp | |
| # Wildintel Camtrapdp | |
|  | |
| [](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. |