论文:GhostNet: More Features from Cheap Operations,CVPR 2020 代码:https://github.com/iamhankai/ghostnet.pytorch/ GhostNet是华为诺亚方舟实验室在CVPR2020提出,可以在同样精度下,速度和计算量均少于SOTA方法.当前神经网络偏向于移动设备应用,一些重于模型的压缩,比如剪枝.量化.知识蒸馏等.另一些着重于高效的网络设计,比如 MobileNet, ShuffleNet 等. 训练好的…

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为了减少神经网络的计算消耗,论文提出Ghost模块来构建高效的网络结果.该模块将原始的卷积层分成两部分,先使用更少的卷积核来生成少量内在特征图,然后通过简单的线性变化操作来进一步高效地生成ghost特征图.从实验来看,对比其它模型,GhostNet的压缩效果最好,且准确率保持也很不错,论文思想十分值得参考与学习   来源:晓飞的算法工程笔记 公众号 论文: GhostNet: More Features from Cheap Operations 论文地址:https://arxiv.org/a…

​  前言  由于内存和计算资源有限,在嵌入式设备上部署卷积神经网络 (CNN) 很困难.特征图中的冗余是那些成功的 CNN 的一个重要特征,但在神经架构设计中很少被研究. 论文提出了一种新颖的 Ghost 模块,可以从廉价操作中生成更多的特征图.提出的 Ghost 模块可以作为即插即用的组件来升级现有的卷积神经网络.堆叠Ghost Module建立了轻量级的 GhostNet. GhostNet 可以实现比 MobileNetV3 更高的识别性能(例如 75.7% 的 top-1 准确率),并…

CVPR 2020 共收录 1470篇文章,根据当前的公布情况,人工智能学社整理了以下约100篇,分享给读者. 代码开源情况:详见每篇注释,当前共15篇开源.(持续更新中,可关注了解). 算法主要领域:图像与视频处理,图像分类&检测&分割.视觉目标跟踪.视频内容分析.人体姿态估计.模型加速.网络架构搜索(NAS).生成对抗(GAN).光学字符识别(OCR).人脸识别.三维重建等方向. 目录如下: 总目录 图像处理 Deep Image Harmonization via Domain Ve…

CVPR 2020 共收录 1470篇文章,根据当前的公布情况,人工智能学社整理了以下约100篇,分享给读者. 代码开源情况:详见每篇注释,当前共15篇开源.(持续更新中,可关注了解). 算法主要领域:图像与视频处理,图像分类&检测&分割.视觉目标跟踪.视频内容分析.人体姿态估计.模型加速.网络架构搜索(NAS).生成对抗(GAN).光学字符识别(OCR).人脸识别.三维重建等方向. 目录如下: # 总目录 # 图像处理 1. Deep Image Harmonization via Do…

https://blog.rubylearning.com/best-practices-for-a-new-go-developer-8660384302fc This year I had the privilege to organize GopherConIndia 2015 and also interview a number of Gophers. Read what Gophers from across the world had to say to the question …

3.4 空间滤波基础 • Images are often corrupted by random variations in intensity, illumination, or have poor contrast and can’t be used directly. • Filtering: transform pixel intensity values to reveal certain image characteristics – Enhancement: improves c…

OSBDM-JM60 - 9S08JM60 Based OSBDM — It includes interfaces and firmware applied to all the targets supported by the previous open source BDMs. It includes new features and JTAG operations. It provides interface to 9S08, 9RS08, Coldfire V1, V2, V3 and…

前两天被问到常用的python lib和module有哪些?最常用的那几个,其他的一下子竟然回答不上.想想也是,一般情况下,遇到一个问题,在网上一搜,顺着线索找到可用的例子,然后基本没有怎么深究.结果就导致了现在没有网络基本写不出代码的状况,搜索是程序员必须的技能,但是只依靠搜索例子是无法成长的. 今天抽出1个小时时间把一些重要的module的简要整理出来,逐步一个个熟悉. 0. Date Structures and Algorithms abc The abc module defines…

EntityFramework 非常好用,结构优美.. 但是美中有不足:1.对动态查询条件支持的不是很好 :2.批量操作支持的不是很好..下面就是几个第三方库,对EntityFramework 的扩展 一.第三方类库 LinqKit 动态拼装查询条件 开源地址:https://github.com/scottksmith95/LINQKit Entity Framework Extensions (收费)Website: http://entityframework-extensions.net…

原文地址https://www.dell.com/support/article/cn/zh/cnbsd1/sln312382/nvme-on-rhel7?lang=en Posted on behalf of Lakshmi Narayanan Durairajan (Lakshmi_Narayanan_Du@dell.com) What is NVMe? NVM Express [NVMe] or Non-Volatile Memory Host Controller Interface S…

有好多小伙伴可能刚刚接触github,还不知道如果和github下载项目,此处写个博客统一的声明.从多种方式下载源代码,加深对git的理解. 首先先解释下git的含义,git是一个源代码的管理工具,通俗的解释,每当你保存一次,源代码项目就做了一个镜像,如果你保存了100次,就生成了一个镜像,以后的任意时间都可以恢复到之前的任意一个镜像,并且可以从镜像处开始继续编程. 英文的说明: Git is a free and open source distributed version control…

Git 跟 GitHub 是什么关系? 大概就是「魔兽争霸」与「对战平台」的关系吧. git是一个版本控制工具github是一个用git做版本控制的项目托管平台. git是一个版本管理工具,github是全球最大的同性交友平台. git是工具软件 github是平台 git版本控制工具,跟vss,svn一样.github,一个网站,可以下载项目源码.好像是这样吧. git和svn都是 版本控制,github 托管平台 github是用git来做版本控制的一个对代码进行版本控制的平台 git是工具…

          HEC-ResSim Reservoir System Simulation             User's Manual       Version 3.1 May 2013     Approved for Public Release. Distribution Unlimited.     CPD-82 REPORT DOCUMENTATION PAGE Form Approved OMB No. 0704-0188 The public reporting b…

由之前文章,总结得出Git的特点: 最优的存储能力: 非凡性能: 开源的: 管理成本低: 很容易做备份: 支持离线操作: 很容易定制工作流程: Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency. Git is easy to learn a…

转载自:Chris Choy's blog Universal Correspondence Network In this post, we will give a very high-level overview of the paper in layman’s terms. I’ve received some questions regarding what the Universal Correspondence Network (UCN) is and the limitations…

Git应用开发学习 如果你还不会使用Git,那就不要写代码了. 一旦你会使用了Git,就再也不想使用SVN了.永远也回不去了. Mac上使用Git,肯定离不开对Mac上的操作.就要使用常用的Linux命令来进行操作.通过终端来进行操作. 学习Git一定要使用命令行的方式来学习.不要使用图形界面来操作学习.会大大折扣的哦. 花了时间来学习一门东西.一定要得到自己想要喜欢的东西. 课程的内容 Git官网 常见Linux命令介绍 Git在各平台下的安装与配置 分布式与集中式版本控制系统的差别 缓存区.…

https://datatracker.ietf.org/doc/rfc8684/?include_text=1 TCP Extensions for Multipath Operation with Multiple AddressesRFC 8684   Document Type   RFC - Proposed Standard (March 2020; No errata) Obsoletes RFC 6824 Was draft-ietf-mptcp-rfc6824bis (mptc…

原文链接:https://fuckcloudnative.io/posts/kubernetes-storage-using-ceph-rbd/ 本文详细介绍了如何在 Kubernetes 集群中部署 ceph-csi(v3.1.0),并使用 RBD 作为持久化存储. 需要的环境参考下图: 本文使用的环境版本信息: Kubernetes 版本: $ kubectl get node NAME STATUS ROLES AGE VERSION sealos01 Ready master 23d v…

1 1 1 Git常用命令 1 1 1 1 1 1 https://www.codecademy.com/learn/learn-git Learn Git You have now been introduced to the fundamental Git workflow. You learned a lot! Let's take a moment to generalize: Git is the industry-standard version control system for…

D. Haar Features time limit per test 1 second memory limit per test 256 megabytes input standard input output standard output The first algorithm for detecting a face on the image working in realtime was developed by Paul Viola and Michael Jones in 2…

Python is an object-oriented programing language, which means that it provides features that support object-oriented programming. It is easy to define object-oriented programming, but we have already seen some of its characteristics: Programs are mad…

D. Haar Features Time Limit: 20 Sec Memory Limit: 256 MB 题目连接 http://codeforces.com/contest/549/problem/D Description The first algorithm for detecting a face on the image working in realtime was developed by Paul Viola and Michael Jones in 2001. A p…

本文转自:http://www.oracle.com/technetwork/cn/server-storage/linux/sqldev-adv-otn-092384.html Advanced Oracle SQL Developer Features < Do not delete this text because it is a placeholder for the generated list of "main" topics when run in a brows…

A Product by Mixed Dimensions What is BooleanRT? BooleanRT is a real-time 3D boolean operations extension for Unity that allows you from executing 3D Boolean operations (Union, Intersection, Substract) during runtime or during level creation and edit…

Now, it is time to gather all the major Java 8 features under one reference post for your reading pleasure. Enjoy! Table Of Contents 1. Introduction 2. New Features in Java language 2.1. Lambdas and Functional Interfaces 2.2. Interface Default and St…

The combination of the new hardware supplied by Intel and AMD ,and the new versions of GCC targeting these machines makes x86-64code substantially different from that generated for IA32 machines. The main features include: 1.Pointers and long integer…

dplyr 0.4.0 January 9, 2015 in Uncategorized I’m very pleased to announce that dplyr 0.4.0 is now available from CRAN. Get the latest version by running: install.packages("dplyr") dplyr 0.4.0 includes over 80 minor improvements and bug fixes, wh…

  Examining ADF Business Components New Features Purpose In this tutorial, you create a series of simple ADF business services scenarios in JDeveloper 11g. This is intended as a light introduction to some of the new ADF BC functionality in Release 11…