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awesome-semantic-segmentation-pytorch-pathology

Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)

bigan-abnormaly-detection

PyTorch implementation of Adversarially Learned Inference (BiGAN).

bmsg-gan

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning.

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

capsule-networks

A Tensorflow implementation of Capsule Networks

capsule_networks

This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube

confusion_visualization

The purpose of this repository is to build a tool to visualize confusion matrices generated during training.

drit

Learning diverse image-to-image translation from unpaired data

ecc

Edge-Conditioned Convolutions on Graphs

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

fgm

Implementation of Factorized Graph Matching

glonet

hello-world

start to use GitHub

ibn-net

Instance-Batch Normalization Networks (ECCV2018)

ihc_counting

Minimal PyTorch implementation of YOLOv3

kg_instance_segmentation

[MICCAI 2019] Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes

msg-stylegan-tf

MSG StyleGAN in tensorflow

munit_staining_transfer

Multimodal Unsupervised Image-to-Image Translation

ncrf

Cancer metastasis detection with neural conditional random field (NCRF)

pancancer-tissue-atlas

pathology-gan

Corresponding code of 'Pathology GAN: Learning deep representations of cancer tissue' Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan. 2019.

pytorch-segmentation-pathology

PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)

pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

readme

README文件语法解读，即Github Flavored Markdown语法介绍

spectrum-kernel_models

spectrum-preprocessing

stain_visualization

style2paints

sketch + style = paints :art:

tensorflow-generative-model-collections

Collection of generative models in Tensorflow