jiaoyiping630
Working on machine learning and deep learning-based applications for digital pathology.
Southeast University
Pinned Repositories
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
Confusion_Visualization
The purpose of this repository is to build a tool to visualize confusion matrices generated during training.
spectrum-preprocessing
tensorflow-generative-model-collections
Collection of generative models in Tensorflow
tif_writer
This is a tool for saving multi-resolution tif files, which is widely used in digital pathology whole-slide-images (WSI).
jiaoyiping630's Repositories
jiaoyiping630/Confusion_Visualization
The purpose of this repository is to build a tool to visualize confusion matrices generated during training.
jiaoyiping630/spectrum-preprocessing
jiaoyiping630/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
jiaoyiping630/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)
jiaoyiping630/bigan-abnormaly-detection
PyTorch implementation of Adversarially Learned Inference (BiGAN).
jiaoyiping630/BMSG-GAN
[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning.
jiaoyiping630/CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
jiaoyiping630/CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
jiaoyiping630/capsule-networks
A Tensorflow implementation of Capsule Networks
jiaoyiping630/tif_writer
This is a tool for saving multi-resolution tif files, which is widely used in digital pathology whole-slide-images (WSI).
jiaoyiping630/capsule_networks
This is the code for "Capsule Networks: An Improvement to Convolutional Networks" by Siraj Raval on Youtube
jiaoyiping630/DRIT
Learning diverse image-to-image translation from unpaired data
jiaoyiping630/ecc
Edge-Conditioned Convolutions on Graphs
jiaoyiping630/FCOS
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
jiaoyiping630/fgm
Implementation of Factorized Graph Matching
jiaoyiping630/hello-world
start to use GitHub
jiaoyiping630/IBN-Net
Instance-Batch Normalization Networks (ECCV2018)
jiaoyiping630/IHC_counting
Minimal PyTorch implementation of YOLOv3
jiaoyiping630/KG_Instance_Segmentation
[MICCAI 2019] Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes
jiaoyiping630/msg-stylegan-tf
MSG StyleGAN in tensorflow
jiaoyiping630/MUNIT_staining_transfer
Multimodal Unsupervised Image-to-Image Translation
jiaoyiping630/NCRF
Cancer metastasis detection with neural conditional random field (NCRF)
jiaoyiping630/Pathology-GAN
Corresponding code of 'Pathology GAN: Learning deep representations of cancer tissue' Adalberto Claudio Quiros, Roderick Murray-Smith, Ke Yuan. 2019.
jiaoyiping630/pytorch-segmentation-pathology
PyTorch implementation for semantic segmentation (DeepLabV3+, UNet, etc.)
jiaoyiping630/Pytorch-UNet
Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing
jiaoyiping630/README
README文件语法解读，即Github Flavored Markdown语法介绍
jiaoyiping630/Spectrum-kernel_models
jiaoyiping630/Stain_visualization
jiaoyiping630/style2paints
sketch + style = paints :art: