The dataset viewer is not available for this split.
Error code: StreamingRowsError
Exception: ValueError
Message: Invalid string class label examplecameratrapsurveyfinal@74a1cd23d39def72f591762c9398b12ad104816a
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
return get_rows(
dataset=dataset,
...<4 lines>...
column_names=column_names,
)
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
yield from ds.decode(False) if ds.features else ds
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2840, in __iter__
for key, example in ex_iterable:
^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2386, in __iter__
example = _apply_feature_types_on_example(
example, self.features, token_per_repo_id=self.token_per_repo_id
)
File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2303, in _apply_feature_types_on_example
encoded_example = features.encode_example(example)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 2178, in encode_example
return encode_nested_example(self, example)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1460, in encode_nested_example
{k: encode_nested_example(schema[k], obj.get(k), level=level + 1) for k in schema}
~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1483, in encode_nested_example
return schema.encode_example(obj) if obj is not None else None
~~~~~~~~~~~~~~~~~~~~~^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1158, in encode_example
example_data = self.str2int(example_data)
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1095, in str2int
output = [self._strval2int(value) for value in values]
~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/features/features.py", line 1116, in _strval2int
raise ValueError(f"Invalid string class label {value}")
ValueError: Invalid string class label examplecameratrapsurveyfinal@74a1cd23d39def72f591762c9398b12ad104816aNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Example Camera Trap Survey
Version: 1.0
A small, synthetic camera-trap dataset — 2 deployments, 5 media files (one private), 5 observations — used as a wildintel-publisher example. Not real field data; the images are generated placeholders, not photographs.
Camtrap DP camera-trap dataset, published via the WildINTEL project. https://wildintel.eu/
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-publisher.
Hugging Face repository
wildintelproject/examplecameratrapsurveyfinal
Contributing
Issues and pull requests are welcome in the source code repository: https://github.com/wildintelproject/wildintel-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: CC0-1.0. See the LICENSE file for the full text.
Citation
To cite this dataset:
Jane Researcher (2026). Example Camera Trap Survey (Version 1.0) [Data set]. Institute of Nature Conservation PAS. https://registry.gbif-test.org/dataset/24149a04-d834-466b-aced-924c17b58d18 © 2026 Institute of Nature Conservation PAS
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.
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