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    • RFLM-project

      Public
      3•0•0•0•Updated Jan 6, 2024Jan 6, 2024

    • tinyml

      Public
      Python
      •
      MIT License
      •139•0•0•0•Updated Feb 19, 2022Feb 19, 2022

    • VarDA

      Public
      Python
      •
      MIT License
      •6•0•0•0•Updated Oct 8, 2021Oct 8, 2021

    • GAN_fake_Finger_vein

      Public
      GAN을 이용한 fake Fingervein image 생성하기
      Python
      •2•0•0•0•Updated Sep 13, 2021Sep 13, 2021

    • PraNet

      Public
      PraNet: Parallel Reverse Attention Network for Polyp Segmentation, MICCAI 2020 (Oral)
      Python
      •121•0•0•0•Updated Sep 5, 2021Sep 5, 2021

    • PNS-Net

      Public
      2021-MICCAI-Progressively Normalized Self-Attention Network for Video Polyp Segmentation
      Python
      •
      Apache License 2.0
      •29•1•0•0•Updated Aug 27, 2021Aug 27, 2021

    • GeneralizedMedSeg

      Public
      Recent progress on domain adaption/generalization for medical image segmentation
      Apache License 2.0
      •14•0•0•0•Updated Aug 22, 2021Aug 22, 2021

    • Cell-DETR

      Public
      Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].
      Python
      •
      MIT License
      •23•0•0•0•Updated Aug 19, 2021Aug 19, 2021

    • BCSS

      Public
      Use this to download all elements of the BCSS dataset described in: Amgad M, Elfandy H, ..., Gutman DA, Cooper LAD. Structured crowdsourcing enables convolutional segmentation of histology images. Bioinformatics. 2019. doi: 10.1093/bioinformatics/btz083
      Python
      •16•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • ViT-pytorch-1

      Public
      Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
      Jupyter Notebook
      •
      MIT License
      •370•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • Polyp-PVT

      Public
      Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers (arXiv2021)
      Python
      •45•0•0•0•Updated Aug 18, 2021Aug 18, 2021

    • FingerVein-Spoofing

      Public
      ✋ 위조지정맥 검출기술
      Jupyter Notebook
      •1•0•0•0•Updated Aug 3, 2021Aug 3, 2021

    • SANet

      Public
      Codes for MICCAI2021 paper "Shallow Attention Network for Polyp Segmentation"
      MATLAB
      •
      MIT License
      •7•0•0•0•Updated Aug 3, 2021Aug 3, 2021

    • Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

      Public
      aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
      Jupyter Notebook
      •
      MIT License
      •7.9k•0•0•0•Updated Jul 31, 2021Jul 31, 2021

    • breast_tumor_segmentation

      Public
      Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network
      Python
      •3•0•0•0•Updated Jul 30, 2021Jul 30, 2021

    • AdaptNet-MICCAI2021

      Public
      PyTorch implementation of AdaptNet (Shape/Scale Adaptive U-Net)
      Python
      •
      MIT License
      •5•0•0•0•Updated Jul 5, 2021Jul 5, 2021

    • FingerveinRecognition-3

      Public
      一个实现指静脉识别的整合应用，包括算法，图像处理以及应用GUI⚡。模型使用VGG19，GUI框架为PysimpleGUI。
      Python
      •
      MIT License
      •3•1•0•0•Updated Jul 5, 2021Jul 5, 2021

    • handson-ml2

      Public
      A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
      Jupyter Notebook
      •
      Apache License 2.0
      •13k•0•0•0•Updated Jul 1, 2021Jul 1, 2021

    • monuseg

      Public
      Multi-Organ Nuclei Segmentation Challenge
      Jupyter Notebook
      •3•0•0•0•Updated Jun 30, 2021Jun 30, 2021

    • TransBTS

      Public
      This repo provides the official code for TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/pdf/2103.04430.pdf) , accepted by MICCAI2021.
      Python
      •
      Apache License 2.0
      •81•0•0•0•Updated Jun 28, 2021Jun 28, 2021

    • A-challenging-benchmark-dataset-with-multiview-finger-vein-images

      Public
      The corresponding paper, titled 'Finger Vein Verification using Intrinsic and Extrinsic Features' is accepted by the 2021 International Joint Conference on Biometrics (IJCB 2021)
      1•0•0•0•Updated Jun 28, 2021Jun 28, 2021

    • CS-CO

      Public
      MICCAI2021 Paper: Self-supervised visual representation learning for histopathological images
      Python
      •
      MIT License
      •4•0•0•0•Updated Jun 17, 2021Jun 17, 2021

    • CT2USforKidneySeg

      Public
      CT2US：Cross-modal Transfer Learning for Kidney Segmentation in Ultrasound Images with Limited Data
      Python
      •
      MIT License
      •3•0•0•0•Updated May 22, 2021May 22, 2021

    • Cross-Consistency-Prostate

      Public
      Semi-supervised cross-consistency training for multi-site Dataset for Prostate MRI semantic segmentation
      Python
      •
      MIT License
      •1•0•0•0•Updated Apr 19, 2021Apr 19, 2021

    • meta-transfer-learning

      Public
      TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
      Python
      •
      MIT License
      •149•0•0•0•Updated Apr 14, 2021Apr 14, 2021

    • CTPelvic1K

      Public
      Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.
      Python
      •35•0•0•0•Updated Apr 10, 2021Apr 10, 2021

    • Image_Segmentation-1

      Public
      Image segmentation of Carvana dataset using transfer learning.
      Jupyter Notebook
      •1•0•0•0•Updated Apr 6, 2021Apr 6, 2021

    • RePRI-for-Few-Shot-Segmentation

      Public
      (CVPR 2021) Code for our method RePRI for Few-Shot Segmentation. Paper at http://arxiv.org/abs/2012.06166
      Python
      •27•0•0•0•Updated Mar 29, 2021Mar 29, 2021

    • Attention-Enriched-Deep-Learning-Model-for-Breast-Tumor-Segmentation

      Public
      Salient attention U-Net model for tumor segmentation in breast ultrasound images, based on visual saliency maps
      Jupyter Notebook
      •4•0•0•0•Updated Mar 19, 2021Mar 19, 2021

    • unsupervised-domain-adaptation-unet-keras

      Public
      Python
      •2•0•0•0•Updated Mar 17, 2021Mar 17, 2021