stable_datasets.video package
Submodules
stable_datasets.video.something_something_v2 module
- SSv2
alias of
SomethingSomethingV2
- class SomethingSomethingV2(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)[source]
Bases:
BaseDatasetBuilderSomething-Something V2 action-recognition videos.
The Qualcomm package is large. Set
STABLE_DATASETS_CACHE_DIRor passdownload_dir=/processed_cache_dir=before loading it on machines with small home quotas.- SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://developer.qualcomm.com/software/ai-datasets/something-something', assets=mappingproxy({'video_part_00': DownloadInfo(url='https://apigwx-aws.qualcomm.com/qsc/public/v1/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-v2-00', fallbacks=[], checksum=None, filename='20bn-something-something-v2-00'), 'video_part_01': DownloadInfo(url='https://apigwx-aws.qualcomm.com/qsc/public/v1/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-v2-01', fallbacks=[], checksum=None, filename='20bn-something-something-v2-01'), 'labels': DownloadInfo(url='https://softwarecenter.qualcomm.com/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-download-package-labels.zip', fallbacks=[], checksum=None, filename='20bn-something-something-download-package-labels.zip')}), citation='@inproceedings{goyal2017something,\n title={The "Something Something" Video Database for Learning and Evaluating Visual Common Sense},\n author={Goyal, Raghav and Ebrahimi Kahou, Samira and Michalski, Vincent and Materzynska, Joanna and Westphal, Susanne and Kim, Heuna and Haenel, Valentin and Fruend, Ingo and Yianilos, Peter and Mueller-Freitag, Moritz and others},\n booktitle={Proceedings of the IEEE International Conference on Computer Vision},\n pages={5842--5850},\n year={2017}\n}', license="Qualcomm data license agreement for research use. Users must obtain and use the dataset under Qualcomm's terms.", checksums=None)
- VERSION: Version = Version('2.0.0')
Module contents
Video dataset builders.
- SSv2
alias of
SomethingSomethingV2
- class SomethingSomethingV2(*args, split=None, processed_cache_dir=None, download_dir=None, storage_format=None, backend_kwargs=None, decode_video=None, **kwargs)[source]
Bases:
BaseDatasetBuilderSomething-Something V2 action-recognition videos.
The Qualcomm package is large. Set
STABLE_DATASETS_CACHE_DIRor passdownload_dir=/processed_cache_dir=before loading it on machines with small home quotas.- SOURCE: DatasetSource | Mapping = DatasetSource(homepage='https://developer.qualcomm.com/software/ai-datasets/something-something', assets=mappingproxy({'video_part_00': DownloadInfo(url='https://apigwx-aws.qualcomm.com/qsc/public/v1/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-v2-00', fallbacks=[], checksum=None, filename='20bn-something-something-v2-00'), 'video_part_01': DownloadInfo(url='https://apigwx-aws.qualcomm.com/qsc/public/v1/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-v2-01', fallbacks=[], checksum=None, filename='20bn-something-something-v2-01'), 'labels': DownloadInfo(url='https://softwarecenter.qualcomm.com/api/download/software/dataset/AIDataset/Something-Something-V2/20bn-something-something-download-package-labels.zip', fallbacks=[], checksum=None, filename='20bn-something-something-download-package-labels.zip')}), citation='@inproceedings{goyal2017something,\n title={The "Something Something" Video Database for Learning and Evaluating Visual Common Sense},\n author={Goyal, Raghav and Ebrahimi Kahou, Samira and Michalski, Vincent and Materzynska, Joanna and Westphal, Susanne and Kim, Heuna and Haenel, Valentin and Fruend, Ingo and Yianilos, Peter and Mueller-Freitag, Moritz and others},\n booktitle={Proceedings of the IEEE International Conference on Computer Vision},\n pages={5842--5850},\n year={2017}\n}', license="Qualcomm data license agreement for research use. Users must obtain and use the dataset under Qualcomm's terms.", checksums=None)
- VERSION: Version = Version('2.0.0')