zhangjiantao0818 Goto Github PK

followers: 7.0 following: 21.0 repos: 58.0 gists: 0.0

Name: jiantao zhang

Type: User

Company: HBU

Bio: I am inexperienced, but also invite more attention.

Location: china

jiantao zhang's Projects

massl-segmentation-framework

Multi-task Attention-based Semi-supervised Learning framework for image segmentation

medicalzoopytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

mnist-residual-inception

Residual Block and Inception Module implementations of a Convolutional Neural Network for MNIST classification.

multi-task-deep-network

Usage of Multi-task deep learning network for semantic segmentation in medical images

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

optic-disc-unet

Attention Unet model with post process for retina optic disc segmention

prmlt

Matlab code for machine learning algorithms in book PRML

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

retina-unet

Retina blood vessel segmentation with a convolutional neural network

retina-vesselnet

A DenseBlock-Unet for Retinal Blood Vessel Segmentation

retinal-fundus-models

Code to train neural network models for retinal fundus vessel segmentation.

retinal-vessel-segmentation

S-UNet: A Bridge-Style U-Net Framework with a Saliency Mechanism for Retinal Vessel Segmentation

retinal-vessel-segmentation-with-rotation-augmentation

The code for paper "DATA AUGMENTATION IS MORE IMPORTANT THAN MODEL ARCHITECTURES FOR RETINAL VESSEL SEGMENTATION " We utilize the retina-unet "https://github.com/orobix/retina-unet" as the basic code, but we change a lot of code and add the rotation augmentation ,which achieves the good result AUC 0.9814.

semseg

常用的语义分割架构结构综述以及代码复现

tensorflow_tutorial

tensorflow的一些实例

tfjs-examples

Examples built with TensorFlow.js

the-gan-zoo

A list of all named GANs!

unet

Keras implementation of a 2D/3D U-Net with Additive Attention, Inception, and Recurrence functions provided

unet-family

Paper and implementation of UNet-related model.

unet-using-dense-layer

Basically, I implemented U-Net architecture using Dense-Blocks instead of Convolution layers and also added a Dilated Spatial Pooling Layer in the BottleNeck layer

v-gan-tensorflow

A tensorflow implementation of "Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks"

vessel-segmentation

Retinal Vessel Segmentation

vessel-wgan-pytorch

An implementation of《Retinal Vessel Segmentation in Fundoscopic Images with Generative Adversarial Networks》

vgn

Deep Vessel Segmentation by Learning Graphical Connectivity

zhangjiantao0818 Goto Github PK

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