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sign-language-processing
TFDS data loaders for sign language datasets.
When attempting to load the DGS Corpus's default configuration on either my own workstation or in Colab, I run out of memory and crash. Here are some screenshots  ...
 Steps to reproduce on my own machine: ``` conda create -n sign_language_datasets pip conda activate sign_language_datasets python --version # 3.12 by default python -m pip install sign-language-datasets webvtt-py #...
https://colab.research.google.com/drive/1VDSHvoslxzIcb6mgEEcd3V89TqnRLAC-?usp=sharing  ^ screenshot. Here I've edited the pose_feature.py code to output the actual stride value. I think I've traced the issue back to here: https://github.com/sign-language-processing/datasets/blob/master/sign_language_datasets/datasets/rwth_phoenix2014_t/rwth_phoenix2014_t.py#L74 ``` 25 / self._builder_config.fps...
When I (1) `pip install sign-language-datasets` and (2) try to import in the same way as in the README directs, I get this:  Colab notebook to replicate. https://colab.research.google.com/drive/1mjDk1O_1chLzbRKpvRNy4-K-wuHdUJi5?usp=sharing Potential...
https://sites.google.com/view/signbd-word/ https://ieeexplore.ieee.org/document/10306914 Bangla sign language, 6k videos of 200 distinct words, and 2D pose information
Integrate dataset mentioned in https://ieeexplore.ieee.org/document/10350958 Links: https://github.com/marlondcu/ISL_50k https://github.com/marlondcu/ISL
https://data.mendeley.com/datasets/y7pckrw6z2/1
https://zenodo.org/records/7847052 https://ieeexplore.ieee.org/document/10350533 Could be nice to add
Complete work on https://github.com/sign-language-processing/datasets/pull/5 https://www.robots.ox.ac.uk/~vgg/data/bobsl/ is the dataset website
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TFDS data loaders for sign language datasets.