A New Way of Managing Deep Learning Datasets - KDnuggets

Hub by Activeloop is an open-source Python package that arranges data in Numpy-like arrays. It integrated smoothly with deep learning frameworks such as Tensorflow and PyTorch for faster GPU processing and training. We can update the data, visualize the data, and create machine learning pipelines using Hub API. Hub allows us to store images, audio, video, and time-series data in a way that can be accessed at lightning speed. The data can be stored on GCS/S3 buckets, local storage, or on Activeloop cloud.