dangprogram Goto Github PK

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dangprogram's Projects

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

attention_unet

Raw implementation of attention gated U-Net by Keras

building-extraction-modified-resunet

Urban building extraction in Daejeon region using Modified Residual U-Net (Modified ResUnet) and applying post-processing.

disk-vertebra-segmentation-deeplearning

Inter-vertebral disc modelling Using pre-processing networks based on deep ResUNet

focal-tversky-unet

This repo contains the code for our paper "A novel focal Tversky loss function and improved Attention U-Net for lesion segmentation" accepted at IEEE ISBI 2019.

implement-resnext-with-keras

This repository shows how to implement the ResNeXt networks with the Keras library.

ivd-net

Repository containing the source code of the IVD-Net segmentation network that we proposed for the MICCAI 2018 IVD segmentation challenge.

java

存放JAVA开发的设计**、算法：《剑指Offer》、《编程珠玑》、《深入理解Java虚拟机：JVM高级特性与最佳实践》、《重构-改善既有代码的设计中文版》、《clean_code(中文完整版)》、《Java编程**(第4版)》、《Java核心技术卷I (第8版)》、《Quartz_Job+Scheduling_Framework》；一些大的上传不上来的文件在README

keras-fcn

A playable implementation of Fully Convolutional Networks with Keras.

keras-implementation-of-u-net-r2u-net-attention-u-net-attention-r2u-net.-

Keras Implementation of U-Net, R2U-Net, Attention U-Net, Attention R2U-Net.

UNet is a state-of-the-art CNN based architecture typically used in segmentation tasks. I have used this for semantic segmentation of Anterior and Posterior Views of Human Spine. The catch here is that the architecture is trained on just 30-90 masks and can be as large as 30 million parameters and yet achieves an IoU >70.