Lightly is One of the First Open Source Frameworks for Self-Supervised Learning
The library implements some of the most common algorithms and pretrained models for SSL.
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Self-Supervised Learning(SSL) is still in a very nascent state, and, as a result, the frameworks and platforms on the market are still quite limited. Lightly is an open-source library for implementing SSL models that have gained strong visibility within the deep learning community. Like other SSL frameworks in these early days, Lightly specializes in computer vision domains. The framework is entirely built on PyTorch and leverages advanced research such as Google’s SimCLR library.
