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    • Python
      Other
      94000Updated Jul 31, 2022Jul 31, 2022
    • MONAI

      Public
      AI Toolkit for Healthcare Imaging
      Python
      Apache License 2.0
      1.5k000Updated Oct 31, 2021Oct 31, 2021
    • PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
      Python
      554000Updated Aug 10, 2021Aug 10, 2021
    • torchio

      Public
      Tools for loading, augmenting and writing 3D medical images on PyTorch.
      Python
      Apache License 2.0
      262000Updated Aug 4, 2021Aug 4, 2021
    • submitit

      Public
      Python 3.6+ toolbox for submitting jobs to Slurm
      Python
      MIT License
      148000Updated Jun 17, 2021Jun 17, 2021
    • PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"
      Jupyter Notebook
      MIT License
      2000Updated Dec 1, 2020Dec 1, 2020
    • Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
      Jupyter Notebook
      MIT License
      399000Updated Nov 29, 2020Nov 29, 2020
    • PMMs

      Public
      Prototype Mixture Models for Few-shot Semantic Segmentation
      Python
      28000Updated Nov 25, 2020Nov 25, 2020
    • PCL

      Public
      PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
      Python
      MIT License
      81000Updated Nov 10, 2020Nov 10, 2020
    • [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
      Python
      19000Updated Oct 22, 2020Oct 22, 2020
    • PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
      Python
      181000Updated Oct 6, 2020Oct 6, 2020
    • DCCS

      Public
      Official PyTorch implementation for ECCV'20 paper: Deep Image Clustering with Category-Style Representation
      Python
      2100Updated Oct 6, 2020Oct 6, 2020
    • The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
      Python
      MIT License
      660000Updated Aug 10, 2020Aug 10, 2020
    • PICA

      Public
      Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation
      Python
      19000Updated Jul 6, 2020Jul 6, 2020
    • Self-Supervised Learning Toolbox and Benchmark
      Python
      Apache License 2.0
      443000Updated Jun 24, 2020Jun 24, 2020
    • ummkd

      Public
      [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
      Python
      24000Updated May 28, 2020May 28, 2020
    • nilearn

      Public
      Machine learning for NeuroImaging in Python
      Python
      Other
      654000Updated May 21, 2020May 21, 2020
    • Latex code for making neural networks diagrams
      TeX
      MIT License
      3.1k000Updated Apr 22, 2020Apr 22, 2020
    • Python
      0000Updated Mar 29, 2020Mar 29, 2020
    • A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
      Python
      Apache License 2.0
      69000Updated Mar 10, 2020Mar 10, 2020
    • Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
      Python
      Apache License 2.0
      30000Updated Feb 24, 2020Feb 24, 2020
    • Python
      12000Updated Feb 17, 2020Feb 17, 2020
    • PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
      Jupyter Notebook
      MIT License
      10000Updated Feb 12, 2020Feb 12, 2020
    • U-HVED

      Public
      Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
      Python
      MIT License
      9000Updated Jan 28, 2020Jan 28, 2020
    • Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
      Python
      Apache License 2.0
      7.9k000Updated Dec 21, 2019Dec 21, 2019
    • CRST

      Public
      Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
      Python
      30000Updated Nov 12, 2019Nov 12, 2019
    • semseg

      Public
      Semantic Segmentation in Pytorch
      Python
      MIT License
      245000Updated Sep 9, 2019Sep 9, 2019
    • AET

      Public
      Auto-Encoding Transformations (AETv1), CVPR 2019
      Python
      28000Updated Aug 28, 2019Aug 28, 2019
    • Pytorch Implementation of ClusterGAN (arXiv:1809.03627)
      Python
      MIT License
      24000Updated Aug 9, 2019Aug 9, 2019
    • ESPNetv2

      Public
      A light-weight, power efficient, and general purpose convolutional neural network
      Python
      MIT License
      73000Updated Aug 1, 2019Aug 1, 2019
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