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Big News (April 15th, 2025) 🚀

LightlyTrain

We are excited to announce that you can now leverage SSL and distillation pretraining in just a few lines of code! We've worked hard to make self-supervised learning even more accessible with our new project LightlyTrain. Head over there to get started and supercharge your models! ⚡️

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  1. lightly-train lightly-train Public

    LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

    Python 328 9

  2. lightly lightly Public

    A python library for self-supervised learning on images.

    Python 3.4k 295

  3. labelformat labelformat Public

    A tool for converting computer vision label formats.

    Python 62 6

  4. lightly-insights lightly-insights Public

    Easily get basic insights about your ML dataset

    Python 38 2

  5. NvidiaTAOActiveLearning NvidiaTAOActiveLearning Public

    Tutorial on active learning with the Nvidia Train, Adapt, and Optimize (TAO) toolkit.

    Python 8 1

  6. awesome-self-supervised-learning awesome-self-supervised-learning Public

    Curated List of papers on Self-Supervised Representation Learning

    10

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