A deep learning package for self-supervised learning
Project description
Lightly
Lightly is a PIP package for self-supervised active learning.
We, at Lightly, are passionate engineers who want to make deep learning more efficient. We want to help popularize the use of self-supervised methods to understand and filter raw image data. Our solution can be applied before any data annotation step and the learned representations can be used to analyze and visualize datasets as well as for selecting a core set of samples.
Coming soon: Our active-learning library is powered by state-of-the-art algorithms to help you with interactive learning loops.
If you are curious to learn more about our work - check out Lightly!
Installation
pip install lightly
Dependencies
- hydra-core >= 1.0.0
- numpy >= 1.18.1
- pytorch_lightning
- requests >= 2.23.0
- torchvision
- tqdm
Links
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.