lightly

LightlySSL is a Python computer vision framework for self-supervised learning on images, written in a PyTorch-like style. It exposes low-level building blocks such as loss functions and model heads, supports custom backbone models for self-supervised pre-training, and supports distributed training using PyTorch Lightning. Sample code covers models including MoCo, SimCLR, BYOL and DINO.

GitHub repo Directory import
0 shouts Added Sep 23, 2026 github.com
github.com/lightly-ai/lightly
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Features

  • Modular framework, which exposes low-level building blocks such as loss functions and model heads Source: github.com
  • Support for distributed training using PyTorch Lightning Source: github.com

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