ALOCC-CVPR2018:对抗性学习的新颖性检测一类分类器（ALOCC）-源码
对抗性学习的新颖性检测一类分类器（ALOCC-CVPR2018）
这项工作的灵感来自生成对抗网络（GAN）的成功，该网络可在无人监督和半监督情况下训练深度模型。 我们为一类分类提出了一种端到端的体系结构。 该体系结构由两个深层网络组成，每个深层网络通过相互竞争进行训练，同时共同协作以了解目标类中的基础概念，然后对测试样本进行分类。 一个网络用作新颖性检测器，而另一个网络则通过增强内部样本并扭曲异常值来支持它。 直觉是，增强后的离群值和失真的离群值的可分离性比决定原始样本要好得多。
这是灰度数据库上代码的初步版本。
如有任何疑问，请随时与我联系。
概述
注意：当前软件可与TensorFlow 1.2一起很好地运行
先决条件
Windows，Linux或macOS
的Python 3
CPU或NVIDIA GPU + CUDA CuDNN
入门
安装
从安装TensorFlow
文件下载
资源详情
[{"title":"（ 52 个子文件 89.12MB ） ALOCC-CVPR2018:对抗性学习的新颖性检测一类分类器（ALOCC）-源码","children":[{"title":"ALOCC-CVPR2018-master","children":[{"title":"presentation","children":[{"title":"cvpr18_poster_ALOCC.jpg <span style='color:#111;'> 16.39MB </span>","children":null,"spread":false},{"title":"ALOCC-M2LSchool-khalooei.pdf <span style='color:#111;'> 2.46MB </span>","children":null,"spread":false}],"spread":true},{"title":"SIFTETS.npy <span style='color:#111;'> 7.79MB </span>","children":null,"spread":false},{"title":"train.py <span style='color:#111;'> 5.45KB </span>","children":null,"spread":false},{"title":"imgs","children":[{"title":"architecture.jpg <span style='color:#111;'> 55.85KB </span>","children":null,"spread":false},{"title":"overview.jpg <span style='color:#111;'> 95.66KB </span>","children":null,"spread":false},{"title":"MNIST__ALOCC_generated.jpg <span style='color:#111;'> 121.22KB </span>","children":null,"spread":false},{"title":"MNIST__ALOCC_input.jpg <span style='color:#111;'> 151.05KB </span>","children":null,"spread":false},{"title":"UCSD__ALOCC_generated.jpg <span style='color:#111;'> 164.04KB </span>","children":null,"spread":false},{"title":"UCSD__ALOCC_input.jpg <span style='color:#111;'> 353.58KB </span>","children":null,"spread":false}],"spread":true},{"title":"test.py <span style='color:#111;'> 7.75KB </span>","children":null,"spread":false},{"title":"ops.py <span style='color:#111;'> 3.64KB </span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'> 11.54KB </span>","children":null,"spread":false},{"title":"models.py <span style='color:#111;'> 21.41KB </span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'> 1.03KB </span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'> 5.19KB </span>","children":null,"spread":false},{"title":"kh_tools.py <span style='color:#111;'> 15.17KB </span>","children":null,"spread":false},{"title":"cvpr18_poster_ALOCC.pdf <span style='color:#111;'> 2.51MB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 1.13KB </span>","children":null,"spread":false},{"title":"checkpoint","children":[{"title":"mnist_128_28_28","children":[{"title":"ALOCC_Model.model-35.data-00000-of-00001 <span style='color:#111;'> 7.37MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-38.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-37.data-00000-of-00001 <span style='color:#111;'> 7.37MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-39.data-00000-of-00001 <span style='color:#111;'> 7.37MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-38.data-00000-of-00001 <span style='color:#111;'> 7.37MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-36.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-39.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-37.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-35.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-36.data-00000-of-00001 <span style='color:#111;'> 7.37MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-37.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-35.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-39.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"checkpoint <span style='color:#111;'> 301B </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-36.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-38.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false}],"spread":false},{"title":"UCSD_128_45_45","children":[{"title":"ALOCC_Model.model-2.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-3.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-5.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-2.data-00000-of-00001 <span style='color:#111;'> 7.38MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-4.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-4.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-3.data-00000-of-00001 <span style='color:#111;'> 7.38MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-5.data-00000-of-00001 <span style='color:#111;'> 7.38MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-1.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-3.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-2.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-1.data-00000-of-00001 <span style='color:#111;'> 7.38MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-1.meta <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-4.data-00000-of-00001 <span style='color:#111;'> 7.38MB </span>","children":null,"spread":false},{"title":"checkpoint <span style='color:#111;'> 295B </span>","children":null,"spread":false},{"title":"ALOCC_Model.model-5.index <span style='color:#111;'> 4.50KB </span>","children":null,"spread":false}],"spread":false}],"spread":false},{"title":"cvpr18_paper_ALOCC.pdf <span style='color:#111;'> 663.89KB </span>","children":null,"spread":false}],"spread":false}],"spread":true}]
评论信息
其他资源
- MATLAB仿真之画图板工具
- Probability, Random Variables and Stochastic Processes 4ed 习题答案
- DTMF信号识别
- 集成电路版图设计_曾庆贵
- fiddler中文版 最新汉化版.zip
- java实现和Matlab语言实现的pagerank算法
- 安卓通讯录简易实现
- ASP.NET 毕业设计选题系统 源码
- 飞思卡尔电磁程序
- 系统架构设计师考试考点突破、案例分析、试题实战一本通
- 求婚ppt模板-你值得拥有.pptx
- 50个常用的SQL语句
- Learning Rxjava epub
- 循环获取多行table值.rar
- CAD实验报告DDB文件（Protel99se实验文件）
- ARIMA 预测软件
- 自己写的轻量级清理内存工具
- fastdfs-client-java.zip
- 精通正则表达式（第3版）中文版
- MPU6050三轴陀螺仪串口读取数据并显示源码（51单片机，STM32单片机）
- CRO改进算法代码
- VC++中为PIC空间添加滚动条显示大图片
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明