Datasets:

ckcl
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driver-safety-dataset

Tasks:

Image Classification

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n<1K

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train

The dataset viewer is not available for this split.

Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.

Error code:   FeaturesError
Exception:    EntryNotFoundError
Message:      404 Client Error. (Request ID: Root=1-683ba9a5-258a889d6f3c658d7c866de8;bb6c2dd6-fde0-4f0c-bc35-6d8fcb08fdff)

Entry Not Found for url: https://huggingface.co/api/datasets/ckcl/driver-safety-dataset/tree/9e9647b2465a66ecdf1df560ae558cfd44516609/processed?recursive=False&expand=False.
processed does not exist on "9e9647b2465a66ecdf1df560ae558cfd44516609"
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 409, in hf_raise_for_status
                  response.raise_for_status()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/models.py", line 1024, in raise_for_status
                  raise HTTPError(http_error_msg, response=self)
              requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/api/datasets/ckcl/driver-safety-dataset/tree/9e9647b2465a66ecdf1df560ae558cfd44516609/processed%2Fannotations?recursive=False&expand=False
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 372, in ls
                  out = self._ls_tree(path, refresh=refresh, revision=revision, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 463, in _ls_tree
                  for path_info in tree:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 3140, in list_repo_tree
                  for path_info in paginate(path=tree_url, headers=headers, params={"recursive": recursive, "expand": expand}):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_pagination.py", line 37, in paginate
                  hf_raise_for_status(r)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 420, in hf_raise_for_status
                  raise _format(EntryNotFoundError, message, response) from e
              huggingface_hub.errors.EntryNotFoundError: 404 Client Error. (Request ID: Root=1-683ba9a5-31ad9d332744fd54646a5923;5b08f472-7acd-4fb0-8dc5-14fba3ac5ad6)
              
              Entry Not Found for url: https://huggingface.co/api/datasets/ckcl/driver-safety-dataset/tree/9e9647b2465a66ecdf1df560ae558cfd44516609/processed%2Fannotations?recursive=False&expand=False.
              processed/annotations does not exist on "9e9647b2465a66ecdf1df560ae558cfd44516609"
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 409, in hf_raise_for_status
                  response.raise_for_status()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/models.py", line 1024, in raise_for_status
                  raise HTTPError(http_error_msg, response=self)
              requests.exceptions.HTTPError: 404 Client Error: Not Found for url: https://huggingface.co/api/datasets/ckcl/driver-safety-dataset/tree/9e9647b2465a66ecdf1df560ae558cfd44516609/processed?recursive=False&expand=False
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 228, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 3357, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2111, in _head
                  return next(iter(self.iter(batch_size=n)))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2315, in iter
                  for key, example in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1856, in __iter__
                  for key, pa_table in self._iter_arrow():
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1878, in _iter_arrow
                  yield from self.ex_iterable._iter_arrow()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 476, in _iter_arrow
                  for key, pa_table in iterator:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 323, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/packaged_modules/json/json.py", line 114, in _generate_tables
                  with open(file, "rb") as f:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/streaming.py", line 75, in wrapper
                  return function(*args, download_config=download_config, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 949, in xopen
                  file_obj = fsspec.open(file, mode=mode, *args, **kwargs).open()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/core.py", line 135, in open
                  return self.__enter__()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/core.py", line 103, in __enter__
                  f = self.fs.open(self.path, mode=mode)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 1293, in open
                  f = self._open(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 275, in _open
                  return HfFileSystemFile(self, path, mode=mode, revision=revision, block_size=block_size, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 947, in __init__
                  self.details = fs.info(self.resolved_path.unresolve(), expand_info=False)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 711, in info
                  self.ls(parent_path, expand_info=False)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 377, in ls
                  out = self._ls_tree(self._parent(path), refresh=refresh, revision=revision, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_file_system.py", line 463, in _ls_tree
                  for path_info in tree:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/hf_api.py", line 3140, in list_repo_tree
                  for path_info in paginate(path=tree_url, headers=headers, params={"recursive": recursive, "expand": expand}):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_pagination.py", line 37, in paginate
                  hf_raise_for_status(r)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/huggingface_hub/utils/_http.py", line 420, in hf_raise_for_status
                  raise _format(EntryNotFoundError, message, response) from e
              huggingface_hub.errors.EntryNotFoundError: 404 Client Error. (Request ID: Root=1-683ba9a5-258a889d6f3c658d7c866de8;bb6c2dd6-fde0-4f0c-bc35-6d8fcb08fdff)
              
              Entry Not Found for url: https://huggingface.co/api/datasets/ckcl/driver-safety-dataset/tree/9e9647b2465a66ecdf1df560ae558cfd44516609/processed?recursive=False&expand=False.
              processed does not exist on "9e9647b2465a66ecdf1df560ae558cfd44516609"

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Driver Safety Dataset

This dataset contains images and annotations for driver drowsiness detection and safety monitoring.

Dataset Details

Creation Date: 2025-05-28
Task: Computer Vision - Driver Safety
Categories: Drowsy and Normal driving conditions

Dataset Structure

Raw Data:
- drowsy/: Images of drowsy driving conditions
- normal/: Images of normal driving conditions
Processed Data:
- dataset.csv: Processed dataset with annotations
- dataset_summary.json: Summary statistics of the dataset
- frames/: Processed image frames
- annotations/: Detailed annotations for each frame

Usage

This dataset can be used for training and evaluating driver safety models.

Citation

If you use this dataset, please cite:

@misc{driver-safety-dataset,
    author = ckcl,
    title = {Driver Safety Dataset},
    year = 2025,
    publisher = 21 Sausage,
    journal = {Hugging Face Hub},
    howpublished = {\url{https://huggingface.co/datasets/ckcl/driver-safety-dataset}}}
}

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