Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: ReadTimeout
Message: The read operation timed out
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 66, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
~~~~~~~~~~~~~~~~~~~~~~~^
path=dataset,
^^^^^^^^^^^^^
config_name=config,
^^^^^^^^^^^^^^^^^^^
token=hf_token,
^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 340, in get_dataset_split_names
info = get_dataset_config_info(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/inspect.py", line 268, in get_dataset_config_info
builder = load_dataset_builder(
path,
...<6 lines>...
**config_kwargs,
)
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1325, in load_dataset_builder
dataset_module = dataset_module_factory(
path,
...<5 lines>...
cache_dir=cache_dir,
)
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1217, in dataset_module_factory
raise e1 from None
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 1192, in dataset_module_factory
).get_module()
~~~~~~~~~~^^
File "/usr/local/lib/python3.14/site-packages/datasets/load.py", line 608, in get_module
standalone_yaml_path = cached_path(
hf_dataset_url(self.name, config.REPOYAML_FILENAME, revision=self.commit_hash),
download_config=download_config,
)
File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 180, in cached_path
).resolve_path(url_or_filename)
~~~~~~~~~~~~^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 339, in resolve_path
repo_and_revision_exist, err = self._repo_and_revision_exist(parsed.type, parsed.id, revision)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_file_system.py", line 252, in _repo_and_revision_exist
self._api.repo_info(
~~~~~~~~~~~~~~~~~~~^
repo_id, revision=revision, repo_type=repo_type, timeout=constants.HF_HUB_ETAG_TIMEOUT
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_validators.py", line 88, in _inner_fn
return fn(*args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_api.py", line 3598, in repo_info
return method(
repo_id,
...<4 lines>...
files_metadata=files_metadata,
)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/utils/_validators.py", line 88, in _inner_fn
return fn(*args, **kwargs)
File "/usr/local/lib/python3.14/site-packages/huggingface_hub/hf_api.py", line 3359, in dataset_info
r = get_session().get(path, headers=headers, timeout=timeout, params=params)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 1053, in get
return self.request(
~~~~~~~~~~~~^
"GET",
^^^^^^
...<7 lines>...
extensions=extensions,
^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 825, in request
return self.send(request, auth=auth, follow_redirects=follow_redirects)
~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 914, in send
response = self._send_handling_auth(
request,
...<2 lines>...
history=[],
)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 942, in _send_handling_auth
response = self._send_handling_redirects(
request,
follow_redirects=follow_redirects,
history=history,
)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 979, in _send_handling_redirects
response = self._send_single_request(request)
File "/usr/local/lib/python3.14/site-packages/httpx/_client.py", line 1014, in _send_single_request
response = transport.handle_request(request)
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 249, in handle_request
with map_httpcore_exceptions():
~~~~~~~~~~~~~~~~~~~~~~~^^
File "/usr/local/lib/python3.14/contextlib.py", line 162, in __exit__
self.gen.throw(value)
~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/httpx/_transports/default.py", line 118, in map_httpcore_exceptions
raise mapped_exc(message) from exc
httpx.ReadTimeout: The read operation timed outNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Datenset zur Implementierung von Einzelgebärdenerkennung für Gebärden der Deutschen Gebärdensprache
Dataset Summary
This dataset consists of short video clips and pose estimation outputs capturing individual signs from German Sign Language (Deutsche Gebärdensprache, DGS). It is designed for training and evaluating models on isolated sign recognition tasks. The dataset includes both raw video data and .pev files, which adhere to the pose-estimation-recognition-utils V1.0 format.
Contents
- Videos of isolated signs in two versions:
- A standard 5-second version
- A trimmed version (≥2 seconds) focused on the signing motion, optionally stretched to meet training length requirements
- Pose estimation files (
.pev) in standardized format- from rtmlib by FHSWF (skeleton)
- old data from created with mediapipe (skeleton-mediapipe)
The dataset merges two previously separate sources, which results in some duplicated glosses with different IDs.
Here is the list of all signs with their associated IDs (merged by meaning):
| Sign | IDs |
|---|---|
| a | 39 |
| b | 40 |
| c | 41 |
| d | 42 |
| e | 43 |
| f | 44 |
| g | 45 |
| h | 46 |
| i | 47 |
| j | 48 |
| k | 49 |
| l | 50 |
| m | 51 |
| n | 52 |
| o | 53 |
| p | 54 |
| q | 55 |
| r | 56 |
| s | 57 |
| t | 58 |
| u | 59 |
| v | 60 |
| w | 61 |
| x | 62 |
| y | 63 |
| z | 64 |
| ä | 65 |
| ö | 66 |
| ü | 67 |
| ß | 68 |
| sch | 69 |
| ch | 32 |
| aa | 33 |
| ee | 34 |
| verstanden | 35 |
| nochmal | 36 |
| weiter | 37 |
| Ende | 38 |
Speakers and Splits
- Speakers 2, 4, 6, and 11 are intended for validation and testing only.
- Speaker identity mapping:
- 1 ≈ 2
- 3 ≈ 4
- 5 ≈ 6
- Not all signs are performed by every speaker.
Annotation Quality
All annotations and video data have been reviewed and verified by a fluent signer of German Sign Language.
Applications
- Video classification (Isolated sign recognition)
- Pose-based recognition using 2D body keypoints
- Data-efficient training and evaluation of models for gesture/action recognition in sign language
License
This project is published under MIT-license.
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