Python Package

With the lightly framework you can use the power of self-supervised learning for computervision with ease. Here we show you tutorials to help you work with the Python library.

Since lightly is built on top of PyTorch and PyTorch Lightning you might want to have a look at the two frameworks to understand basic concepts.

• Tutorial 1: Structure Your Input
• Tutorial 2: Train MoCo on CIFAR-10
• Tutorial 3: Train SimCLR on Clothing
• Tutorial 4: Train SimSiam on Satellite Images
• Tutorial 5: Custom Augmentations
• Tutorial 6: Pre-train a Detectron2 Backbone with Lightly