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guihuay's Projects

2020-cbms-doubleu-net icon 2020-cbms-doubleu-net

DoubleU-Net for Semantic Image Segmentation in TensorFlow Keras (Nominated for Best Paper Award (IEEE CBMS))

adaptationseg icon adaptationseg

Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017

ai-edu icon ai-edu

AI education materials for Chinese students, teachers and IT professionals.

all-about-the-gan icon all-about-the-gan

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

awesome-attention-mechanism-in-cv icon awesome-attention-mechanism-in-cv

:punch: 计算机视觉中用到的注意力模块和其他即插即用模块PyTorch Implementation Collection of Attention Module and Plug&Play Module

brpnet icon brpnet

Pytorch Implement of Boundary-assisted Region Proposal Networks for Nucleus Segmentation

ce-net icon ce-net

The manuscript has been accepted in TMI.

cellsegmentation_tip2015 icon cellsegmentation_tip2015

Code for the paper "An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells" published on IEEE Transactions on Image Processing

cervical-cancer-cell-nucleus-segmentation icon cervical-cancer-cell-nucleus-segmentation

A small tool in python to read the bright-field image data and the phase image data recovered from a Digital holographic microscope (DHM) and segment the nuclei to calculate physical parameters like roughness and volume.

cervical_cancer_object_detection icon cervical_cancer_object_detection

'Digitized Human Body' Visual Challenge - Intelligent Diagnosis of Cervical Cancer Risk 天池大赛项目:“数字人体”视觉挑战赛-宫颈癌风险智能诊断

cnn-levelset icon cnn-levelset

Source code for Kristiadi and Pranowo, 2017's "Deep Convolutional Level Set Method for Image Segmentation"

crfasrnn icon crfasrnn

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

dcgan.torch icon dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

dcgan_code icon dcgan_code

Deep Convolutional Generative Adversarial Networks

ddanet icon ddanet

DDANet: Dual Decoder Attention Network for automatic Polyp Segmentation

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