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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 Public

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

    Python 257 7

  2. lightly Public

    A python library for self-supervised learning on images.

    Python 3.4k 292

  3. labelformat Public

    A tool for converting computer vision label formats.

    Python 62 6

  4. lightly-insights Public

    Easily get basic insights about your ML dataset

    Python 37 2

  5. NvidiaTAOActiveLearning Public

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

    Python 8 1

  6. awesome-self-supervised-learning Public

    Curated List of papers on Self-Supervised Representation Learning

    8

Repositories

Showing 10 of 24 repositories
  • lightly-train Public

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

    Python 257 AGPL-3.0 7 4 3 Updated Apr 25, 2025
  • lightly Public

    A python library for self-supervised learning on images.

    Python 3,368 MIT 292 70 (2 issues need help) 7 Updated Apr 24, 2025
  • dataset_examples_purple Public

    Example datasets for Project Purple

    Python 0 0 0 0 Updated Apr 17, 2025
  • awesome-self-supervised-learning Public

    Curated List of papers on Self-Supervised Representation Learning

    8 0 0 0 Updated Apr 16, 2025
  • gists Public

    Repo for organization utility scripts executed as gists

    Python 0 0 0 0 Updated Apr 16, 2025
  • labelformat Public

    A tool for converting computer vision label formats.

    Python 62 MIT 6 4 2 Updated Apr 16, 2025
  • ultralytics Public Forked from ultralytics/ultralytics

    Ultralytics YOLO11 🚀

    Python 0 AGPL-3.0 7,792 0 0 Updated Apr 16, 2025
  • .github Public
    0 0 0 0 Updated Apr 15, 2025
  • rf-detr Public Forked from roboflow/rf-detr

    RF-DETR is a real-time object detection model architecture developed by Roboflow, SOTA on COCO & designed for fine-tuning.

    Python 0 Apache-2.0 201 0 0 Updated Apr 15, 2025
  • pytorch-image-models Public Forked from huggingface/pytorch-image-models

    The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

    Python 0 Apache-2.0 4,972 0 0 Updated Apr 15, 2025

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