文档章节

人工智能资料库:第38辑(20170221)

AllenOR灵感
 AllenOR灵感
发布于 2017/09/10 01:27
字数 529
阅读 1
收藏 0

  1. 【博客 & 代码】Simulated+Unsupervised (S+U) learning in TensorFlow

简介:

Another TensorFlow implementation of Learning from Simulated and Unsupervised Images through Adversarial Training.

Thanks to TaeHoon Kim, I was able to run simGAN that generates refined synthetic eye dataset.This is just another version of his code that can generate NYU hand datasets.
The structure of the refiner/discriminator networks are changed as it is described in the Apple paper.The only code added in this version is ./data/hand_data.py.Rest of the code runs in the same way as the original version.To set up the environment(or to run UnityEyes dataset), please follow the instructions in this link.

原文链接:https://github.com/shinseung428/simGAN_NYU_Hand


2.【视频】NIPS 2016 Workshop on Adversarial Training

简介:

The high quality videos of the NIPS 2016 workshop on adversarial training are now available

原文链接:https://www.youtube.com/playlist?list=PLJscN9YDD1buxCitmej1pjJkR5PMhenTF


3.【代码】High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis

简介:


This is the code for High-Resolution Image Inpainting using Multi-Scale Neural Patch Synthesis. Given an image, we use the content and texture network to jointly infer the missing region. This repository contains the pre-trained model for the content network and the joint optimization code, including the demo to run example images. The code is adapted from the Context Encoders and CNNMRF. Please contact Harry Yang for questions regarding the paper or the code. Note that the code is for research purpose only.

原文链接:https://github.com/leehomyc/High-Res-Neural-Inpainting


4.【博客】Comprehensive tutorial — deep learning to diagnose skin cancer with the accuracy of a dermatologist

简介:

Waya.ai recently open sourced the core components of its skin cancer diagnostic software and made its data sets publicly available. The objective of this effort is to release a free and open source product in early May that has been validated to diagnose skin cancer with dermatologist-level accuracy or better.

原文链接:https://medium.com/waya-ai/ground-up-hands-on-deep-learning-tutorial-diagnosing-skin-cancer-w-dermatologist-level-61a90fe9f269#.wiiz0vqwj


5.【论文 & 代码】

简介:

Deep residual networks were shown to be able to scale up to thousands of layers and still have improving performance. However, each fraction of a percent of improved accuracy costs nearly doubling the number of layers, and so training very deep residual networks has a problem of diminishing feature reuse, which makes these networks very slow to train. To tackle these problems, in this paper we conduct a detailed experimental study on the architecture of ResNet blocks, based on which we propose a novel architecture where we decrease depth and increase width of residual networks. We call the resulting network structures wide residual networks (WRNs) and show that these are far superior over their commonly used thin and very deep counterparts. For example, we demonstrate that even a simple 16-layer-deep wide residual network outperforms in accuracy and efficiency all previous deep residual networks, including thousand-layerdeep networks, achieving new state-of-the-art results on CIFAR, SVHN, COCO, and significant improvements on ImageNet.

原文链接:https://arxiv.org/pdf/1605.07146.pdf

代码链接:https://github.com/szagoruyko/wide-residual-networks


本文转载自:http://www.jianshu.com/p/d9829be2bd1e

共有 人打赏支持
AllenOR灵感
粉丝 10
博文 2634
码字总数 82983
作品 0
程序员
预测流行偏好,时尚 AI 未来可望取代造型师

【Technews科技新报】预测时尚潮流是一项需要天分的工作,还得仰赖一个庞大的系统让少数人追捧的时尚进入大众流行市场,进而让业者赚取大笔钞票。现在预测工作也可以交给人工智能,让服饰业者...

黄 嬿
2017/12/26
0
0
【Java每日一题】20170221

20170220问题解析请点击今日问题下方的“【Java每日一题】20170221”查看(问题解析在公众号首发,公众号ID:weknow619) 今日问题: 请问该程序运行结果是什么?(点击以下“【Java每日一题...

weknow
2017/02/21
0
0
人工智能知识整理-第1辑(20170603)-机器学习入门资源汇总

有一天我忽然忘记了一个函数的用法,于是就上谷歌搜,结果搜出来的竟然是自己写的一篇笔记,上面有很详细的回答。当时感觉是跟另外一个自己进行交流,那一个是刚学完知识,印象还非常深的自己...

人工智豪
2017/06/03
0
0
人工智能时代的工作、学习和生活---《人工智能》阅读笔记

自从“罗辑思维”栏目从优酷网站搬到得到APP并且变为每天几分钟的节目之后,我就很少收听它了。某天,我打开得到APP,并且点开了“罗辑思维”的节目清单,发现有一期的标题包含了“人工智能”...

zhouzxi
2017/07/15
0
0
区块链技术让科学家共享患者健康资讯,同时保障个人资料安全

【Technews科技新报】目前医生在依据乳房摄影判断乳癌发生的情况下,有四分之一的乳癌无法被及时判断发现。为了提升乳癌确诊的效率,科学家计划以数百万包含了健康女性以及患有乳癌的女性乳房...

黄 斯沛
04/16
0
0

没有更多内容

加载失败,请刷新页面

加载更多

DES/3DES(TripleDES)加密、解密测试数据

以下结果经 PHP+openssl及VB.NET验证,ECB模式。 PHP 7.0.10 (cli) (built: Aug 18 2016 09:48:53) ( ZTS ) OpenSSL Library Version: OpenSSL 1.0.1t 3 May 2016 VB.net 2003 ****** DES(S......

SamXIAO
18分钟前
0
0
Java11的新特性

Java语言特性系列 Java5的新特性 Java6的新特性 Java7的新特性 Java8的新特性 Java9的新特性 Java10的新特性 Java11的新特性 Java12的新特性 序 本文主要讲述一下Java11的新特性 版本号 java...

go4it
19分钟前
0
0
Maven常用命令及相关笔记

Maven常用命令 dos指令 4. 编译源代码: mvn compile 6. 运行测试: mvn test 8. 打包: mvn package 9. 在本地Repository中安装jar: mvn install 10. 清除产生的项目: mvn clean 4. 运行项...

颖伙虫
25分钟前
0
0
swagger2.2.2 与 spring cloud feign冲突 导致服务请求报空

swagger2.2.2 与 spring cloud feign冲突 Java代码 Caused by: org.springframework.beans.factory.BeanCreationException: Error creating bean with name 'com.choosefine.web.console.ar......

泉天下
28分钟前
0
0
设计模式之 明确责任 观察者模式 状态模式 责任链模式

观察者模式是任务分发的一种模式。 如果认为我们设计的系统的各个模块(或子系统)的最终目的是完成共同任务,那么这个任务如何分配到多个模块的就是我们遇到的第一个问题。简单设计场合我们...

backbye
33分钟前
2
0

没有更多内容

加载失败,请刷新页面

加载更多

返回顶部
顶部