Repositories list

• lightly-train

  Public
  All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

  pythonmachine-learningcomputer-vision+ 16deep-learningpytorchembeddingsyolopretrained-modelssemantic-segmentationself-supervised+ 9

  Python

  •

  GNU Affero General Public License v3.0

  •33•894•15•7•Updated Sep 26, 2025Sep 26, 2025

• lightly

  Public
  A python library for self-supervised learning on images.

  machine-learningcomputer-visiondeep-learning+ 6pytorchembeddingshacktoberfestcontributions-welcomeself-supervised-learningcontrastive-learning

  Python

  •

  MIT License

  •311•3.5k•69•6•Updated Sep 25, 2025Sep 25, 2025

• dataset_examples

  Public
  0•0•0•0•Updated Sep 24, 2025Sep 24, 2025

• labelformat

  Public
  A tool for converting computer vision label formats.

  annotationlabelsyolo+ 6object-detectionbounding-boxespascal-vockittimscocoyolov8

  Python

  •

  MIT License

  •8•73•4•3•Updated Sep 15, 2025Sep 15, 2025

• dataset_examples_purple

  Public
  Example datasets for Project Purple

  Python

  •0•0•0•0•Updated Sep 1, 2025Sep 1, 2025

• ultralytics

  Public
  Ultralytics YOLO11 🚀

  Python

  •

  GNU Affero General Public License v3.0

  •9k•0•0•0•Updated May 27, 2025May 27, 2025

• awesome-self-supervised-learning

  Public
  Curated List of papers on Self-Supervised Representation Learning

  awesome-listawesome-listsself-supervised-learning

  1•14•0•0•Updated Apr 16, 2025Apr 16, 2025

• gists

  Public
  Repo for organization utility scripts executed as gists

  Python

  •0•0•0•0•Updated Apr 16, 2025Apr 16, 2025

• .github

  Public
  0•0•0•0•Updated Apr 15, 2025Apr 15, 2025

• rf-detr

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

  Python

  •

  Apache License 2.0

  •359•0•0•0•Updated Apr 15, 2025Apr 15, 2025

• pytorch-image-models

  Public
  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

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  Apache License 2.0

  •5k•0•0•0•Updated Apr 15, 2025Apr 15, 2025

• yolov12

  Public
  YOLOv12: Attention-Centric Real-Time Object Detectors

  Python

  •

  GNU Affero General Public License v3.0

  •328•0•0•0•Updated Apr 14, 2025Apr 14, 2025

• lightly-solution-all-in-one-notebook

  Public
  A self-contained Jupyter notebook for running the whole Lightly solution including the installation.

  Jupyter Notebook

  •0•0•0•1•Updated Jan 15, 2025Jan 15, 2025

• dataset_clothing_images

  Public
  Some images showing different kinds of cloths. One directory per kind of clothes.

  Creative Commons Zero v1.0 Universal

  •0•1•0•0•Updated Jan 15, 2025Jan 15, 2025

• dataset_fruits_detection

  Public
  The dataset includes 8479 images of 6 different fruits (Apple, Grapes, Pineapple, Orange, Banana, and Watermelon). Fruits are annotated in YOLOv8 format.

  Creative Commons Zero v1.0 Universal

  •0•2•0•0•Updated Dec 23, 2024Dec 23, 2024

• DriveAGI

  Public
  [Incl. GenAD, CVPR 2024 Highlight] Embracing Foundation Models into Autonomous Agent and System

  Python

  •

  Apache License 2.0

  •33•0•0•0•Updated Sep 19, 2024Sep 19, 2024

• lightly-insights

  Public
  Easily get basic insights about your ML dataset

  Python

  •

  MIT License

  •2•40•0•0•Updated Nov 15, 2023Nov 15, 2023

• lightly-insights-preview

  Public
  Preview of a Lightly Insights HTML report

  0•0•0•0•Updated Nov 10, 2023Nov 10, 2023

• prediction-models

  Public
  Create Lightly prediction files with custom prediction models

  Python

  •0•0•0•0•Updated Jul 14, 2023Jul 14, 2023

• Lightly_LabelStudio_AL

  Public
  uses Lightly and Label Studio to performa a complete AL workflow from dataset scraping to usage

  Python

  •4•36•1•0•Updated Jul 13, 2023Jul 13, 2023

• dagster-lightly-example

  Public
  Python

  •0•1•0•0•Updated Jan 18, 2023Jan 18, 2023

• NvidiaTLTActiveLearning

  Public
  Tutorial on active learning with the Nvidia Transfer Learning Toolkit (TLT).

  Python

  •2•26•1•0•Updated Jan 5, 2023Jan 5, 2023

• NvidiaTAOActiveLearning

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

  Python

  •1•8•0•0•Updated Jan 4, 2023Jan 4, 2023

• object_detection_example_structure

  Public
  Example of folder structure of a complete run on DeepSportRadar Instance Segmentation Challenge dataset

  Python

  •1•0•0•0•Updated Dec 14, 2022Dec 14, 2022

• RocketBase-Tutorials

  Public archive
  0•0•0•0•Updated May 8, 2019May 8, 2019