Dataset Viewer
The dataset viewer is not available for this subset.
Cannot get the split names for the config 'default' of the dataset.
Exception: SplitsNotFoundError
Message: The split names could not be parsed from the dataset config.
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 289, in get_dataset_config_info
for split_generator in builder._split_generators(
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/hdf5/hdf5.py", line 64, in _split_generators
with h5py.File(first_file, "r") as h5:
^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/h5py/_hl/files.py", line 564, in __init__
fid = make_fid(name, mode, userblock_size, fapl, fcpl, swmr=swmr)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/h5py/_hl/files.py", line 238, in make_fid
fid = h5f.open(name, flags, fapl=fapl)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "h5py/_objects.pyx", line 56, in h5py._objects.with_phil.wrapper
File "h5py/_objects.pyx", line 57, in h5py._objects.with_phil.wrapper
File "h5py/h5f.pyx", line 102, in h5py.h5f.open
FileNotFoundError: [Errno 2] Unable to synchronously open file (unable to open file: name = 'hf://datasets/CristianLazoQuispe/pose-action-recognition@3e811d987549eb0fc17dfefb37b66d884b11064f/ISLR/ASLCITIZEN/ASLCitizen100/ASLCitizen100_135-Test.hdf5', errno = 2, error message = 'No such file or directory', flags = 0, o_flags = 0)
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/split_names.py", line 65, in compute_split_names_from_streaming_response
for split in get_dataset_split_names(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 343, in get_dataset_split_names
info = get_dataset_config_info(
^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/inspect.py", line 294, in get_dataset_config_info
raise SplitsNotFoundError("The split names could not be parsed from the dataset config.") from err
datasets.inspect.SplitsNotFoundError: The split names could not be parsed from the dataset config.Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Pose-Based Action & Sign Language Datasets
This repository hosts a modular collection of pose-based datasets for action and sign language recognition. All datasets are preprocessed into .hdf5 format with 135 pose keypoints.
🧹 Structure
pose-action-recognition/
├── ISLR/ # Isolated Sign Language Recognition
│ ├── ASLCITIZEN/
│ │ ├── ASLCitizen100/
│ │ │ ├── ASLCitizen100_135-Train.hdf5
│ │ │ ├── ASLCitizen100_135-Val.hdf5
│ │ │ └── ASLCitizen100_135-Test.hdf5
│ │ ├── ASLCitizen2731/
│ │ └── ASLCitizen300/
│ ├── MSASL/
│ │ ├── MSASL100/
│ │ ├── MSASL200/
│ │ └── MSASL1000/
│ ├── WLASL/
│ │ ├── WLASL100/
│ │ ├── WLASL300/
│ │ └── WLASL2000/
│ ├── LSA64/
│ │ ├── LSA64_135-Train.hdf5
│ │ ├── LSA64_135-Val.hdf5
│ │ └── LSA64_135-Test.hdf5
│ └── DGI_PUCP30/
│ ├── DGI_PUCP30_135-Train.hdf5
│ ├── DGI_PUCP30_135-Val.hdf5
│ └── DGI_PUCP30_135-Test.hdf5
🧠 Current: ISLR Datasets
Each folder under ISLR/ contains:
- Train / Val / Test splits
- Pose sequences with 135 keypoints
- Aligned with original labels
Supported datasets:
- WLASL100 / 200 / 300 / 2000
- MSASL100 / 200 / 1000
- ASLCitizen100 / 2731 / 300
- LSA64
- DGI_PUCP30
📌 Format
All .hdf5 files follow a standard structure.
📚 Citation
If you use this dataset structure:
@inproceedings{lazo2025wholebodypose,
title={WholeBodyPose: A Unified End-to-End Framework for Sign Language Recognition and Pose-Based Training Data},
author={Lazo-Quispe, Cristian and Castro-Cruz, Renato and Salazar-Espinosa, Mauricio and Bejarano, Gissella},
booktitle={International Conference on Machine Vision (ICMV)},
year={2025},
organization={SPIE}
}
license: mit
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