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open-source package Hub (https://github.com/activeloopai/Hub).

 

GitHub - activeloopai/Hub: Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-

Dataset format for AI. Build, manage, query & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai - GitHub - activ...

github.com

 

It is a dataset format specifically for deep learning.

 

We have created a way to store and version-control petabyte-scale datasets as single numpy-like arrays on the cloud (and access from multiple machines simultaneously). Hub also happens to be the fastest way to access and manage datasets for PyTorch (and TensorFlow, too).

 

You can also use Hub as a dataloader for 120+ audio, video and image datasets (check out docs.activeloop.ai/datasets).

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