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    34 repositories

    • EfficientFormer

      Public
      Python
      •
      Other
      •91•0•0•0•Updated Jul 31, 2022Jul 31, 2022

    • MONAI

      Public
      AI Toolkit for Healthcare Imaging
      Python
      •
      Apache License 2.0
      •1.1k•0•0•0•Updated Oct 31, 2021Oct 31, 2021

    • SupContrast

      Public
      PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)
      Python
      •538•0•0•0•Updated Aug 10, 2021Aug 10, 2021

    • torchio

      Public
      Tools for loading, augmenting and writing 3D medical images on PyTorch.
      Python
      •
      Apache License 2.0
      •240•0•0•0•Updated Aug 4, 2021Aug 4, 2021

    • submitit

      Public
      Python 3.6+ toolbox for submitting jobs to Slurm
      Python
      •
      MIT License
      •130•0•0•0•Updated Jun 17, 2021Jun 17, 2021

    • demi_mi_estimator

      Public
      PyTorch demo of "DEMI: Discriminative Estimator of Mutual Information"
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Dec 1, 2020Dec 1, 2020

    • ViT-pytorch

      Public
      Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
      Jupyter Notebook
      •
      MIT License
      •378•0•0•0•Updated Nov 29, 2020Nov 29, 2020

    • PMMs

      Public
      Prototype Mixture Models for Few-shot Semantic Segmentation
      Python
      •28•0•0•0•Updated Nov 25, 2020Nov 25, 2020

    • PCL

      Public
      PyTorch code for "Prototypical Contrastive Learning of Unsupervised Representations"
      Python
      •
      MIT License
      •85•0•0•0•Updated Nov 10, 2020Nov 10, 2020

    • Learn_Noisy_Labels_Medical_Images

      Public
      [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images
      Python
      •18•0•0•0•Updated Oct 22, 2020Oct 22, 2020

    • PyContrast

      Public
      PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
      Python
      •185•0•0•0•Updated Oct 6, 2020Oct 6, 2020

    • DCCS

      Public
      Official PyTorch implementation for ECCV'20 paper: Deep Image Clustering with Category-Style Representation
      Python
      •2•1•0•0•Updated Oct 6, 2020Oct 6, 2020

    • pytorch-metric-learning

      Public
      The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
      Python
      •
      MIT License
      •657•0•0•0•Updated Aug 10, 2020Aug 10, 2020

    • PICA

      Public
      Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation
      Python
      •16•0•0•0•Updated Jul 6, 2020Jul 6, 2020

    • OpenSelfSup

      Public
      Self-Supervised Learning Toolbox and Benchmark
      Python
      •
      Apache License 2.0
      •432•0•0•0•Updated Jun 24, 2020Jun 24, 2020

    • ummkd

      Public
      [TMI'20] Unpaired Multi-modal Segmentation via Knowledge Distillation
      Python
      •24•0•0•0•Updated May 28, 2020May 28, 2020

    • nilearn

      Public
      Machine learning for NeuroImaging in Python
      Python
      •
      Other
      •617•0•0•0•Updated May 21, 2020May 21, 2020

    • PlotNeuralNet

      Public
      Latex code for making neural networks diagrams
      TeX
      •
      MIT License
      •2.9k•0•0•0•Updated Apr 22, 2020Apr 22, 2020

    • Config-Parser-battery

      Public
      Python
      •0•0•0•0•Updated Mar 29, 2020Mar 29, 2020

    • Probabilistic-Unet-Pytorch

      Public
      A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch
      Python
      •
      Apache License 2.0
      •67•0•0•0•Updated Mar 10, 2020Mar 10, 2020

    • PHiSeg-code

      Public
      Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019
      Python
      •
      Apache License 2.0
      •29•0•0•0•Updated Feb 24, 2020Feb 24, 2020

    • 3D-SkipDenseSeg

      Public
      Python
      •12•0•0•0•Updated Feb 17, 2020Feb 17, 2020

    • smile-mi-estimator

      Public
      PyTorch implementation for the ICLR 2020 paper "Understanding the Limitations of Variational Mutual Information Estimators"
      Jupyter Notebook
      •
      MIT License
      •8•0•0•0•Updated Feb 12, 2020Feb 12, 2020

    • U-HVED

      Public
      Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation
      Python
      •
      MIT License
      •9•0•0•0•Updated Jan 28, 2020Jan 28, 2020

    • detectron2

      Public
      Detectron2 is FAIR's next-generation research platform for object detection and segmentation.
      Python
      •
      Apache License 2.0
      •7.6k•0•0•0•Updated Dec 21, 2019Dec 21, 2019

    • CRST

      Public
      Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
      Python
      •29•0•0•0•Updated Nov 12, 2019Nov 12, 2019

    • semseg

      Public
      Semantic Segmentation in Pytorch
      Python
      •
      MIT License
      •243•0•0•0•Updated Sep 9, 2019Sep 9, 2019

    • AET

      Public
      Auto-Encoding Transformations (AETv1), CVPR 2019
      Python
      •28•0•0•0•Updated Aug 28, 2019Aug 28, 2019

    • clusterGAN

      Public
      Pytorch Implementation of ClusterGAN (arXiv:1809.03627)
      Python
      •
      MIT License
      •23•0•0•0•Updated Aug 9, 2019Aug 9, 2019

    • ESPNetv2

      Public
      A light-weight, power efficient, and general purpose convolutional neural network
      Python
      •
      MIT License
      •69•0•0•0•Updated Aug 1, 2019Aug 1, 2019