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Anomaly detection-anomaly Detection algorithm (COURSERA-NG-ML course)

Directory Joint probability distribution Normal Anomaly Detection Model Training Model evaluation In real life there are many situations that need to be prevented in advance, for example, before the plane takes off, the aircraft parts are evaluated to see whether the engine and other parts are of normal performance, if there are potential problems (abnormal conditions may occur), it needs to be repaired or replaced in time.So

Linux hard disk Performance Detection and linux hard disk Detection

Linux hard disk Performance Detection and linux hard disk Detection For today's computers, the performance of the entire computer is mainly affected by the disk I/O speed, and the speed of memory, CPU, and motherboard bus has become very fast.Basic detection method 1. dd command The dd command function is very simple. It reads data from a source and writes it to

Image extraction of ID card number--connected domain detection algorithm based on canny edge detection

after scanning the QR Code extraction task, it is necessary to extract the ID number from the ID image and then call the colleague to identify it. the previous connected-domain detection algorithm compares "brute force" because once it detects a large area, all the inner areas of the area will no longer exist. Therefore, in the connected domain detection, the first step is to remove the possible white edge

"Getting Started with unity" collision detection and triggering detection

) that the cube collides with in the current script, we can collision the Collider Component Object (collider) of the colliding game object by the parameters of these three methods. The collider object can then be used to get information about the game object mounted by the collider component.1 // Collision Start 2 void Oncollisionenter (Collision collision) {3 var name = collision.collider.name; 4 5 Debug.Log ("" + name); 6 }In this way, you can get the name of the g

More reliable screen detection methods and reliable screen Detection Methods

More reliable screen detection methods and reliable screen Detection Methods Not long ago, I made an H5 project and needed some processing when the screen was changed. There is no doubt that you need to useOrientationchangeTo listen for landscape changes. Solution 1: // Listen to orientation changeswindow. addEventListener ("orientationchange", function (event) {// according to the event. orientation | scre

Theory of odor detection and anti-odor Detection

Theory of odor detection and anti-odor Detection I. Basic knowledge of the stinker 1.1 What is a stinking detector? Sniff is an English form of the stinker. It can be understood as a computer-installed eavesdropping device. It can be used to snoop a large amount of information on the computer's network. A simple explanation: A is a telephone eavesdropping device. A can be used to intercept the communi

About browser feature detection (2)-General event detection _jquery

Event detection, which detects whether an event exists (available) in a different browser, is also important in the process of writing JavaScript, such as the Mouseenter/mouseleave event is practical, but not all browsers provide standard support, So you need to simulate yourself manually, namely: function addEvent(element, name, handler) { if (name == 'mouseenter' !hasEvent(name, element)) { //通过其他手段模拟mouseenter事件 } //正常的事件注册 }; This article w

C/c ++ General Memory Leak Detection Framework GMFD (General Memory Fault Detection Framework

1 Background:The x86 platform has comprehensive user-mode memory detection tools such as valgrind. It can monitor detailed memory information during the running of the program to precisely locate memory problems. However, with the rapid emergence of new platforms, such as the TilePro64 CPU of Tilera, these tools cannot be transplanted in a timely manner. As a result, the new platform lacks the appropriate means to locate memory errors, such as memory

HT for Web visual QuadTree quad-Tree Collision Detection and quadtree Collision Detection

HT for Web visual QuadTree quad-Tree Collision Detection and quadtree Collision Detection A QuadTree tree is a tree-like data structure. Each node has four child nodes, which can recursively split two-dimensional planes into subareas. QuadTree is often used for spatial database indexing, 3D visible area cropping of vertebral bodies, and even image analysis. Today we are introducing the collision

JS implements collision detection method analysis, and js implements Collision Detection

JS implements collision detection method analysis, and js implements Collision Detection This article describes how to implement Collision Detection in JavaScript. We will share this with you for your reference. The details are as follows: A simple Collision Detection example is used to check whether div1 is in conflic

Application of Language-detection language Detection Tool Demo

This article basically borrows from the big guy article: http://www.cnblogs.com/makemelaugh/archive/2012/09/26/2704802.htmlOn this basis to add some of their own additions to facilitate access.A jar package that needs to be downloaded in advance:Google Code's Language-detection:https://code.google.com/archive/p/language-detection/downloadsLanguage-detection on GitHub (this is a corpus of national languages)

Target Detection paper Review _ Target detection

Read a period of time goal detection of the paper, here to write a summary of the article. Do not necessarily understand correctly, if there are problems, please correct me. 1, RCNN RCNN is based on selective search (SS) Searching region proposal (RP), and then on each RP CNN inference, this algorithm is more direct.The framework should also be easy to see and understand.SS extracts approximately 2K of RP for each picture, and then infers the RP. 2, S

Human Face Detection--grid loss:detecting occluded faces_ face detection and recognition

Grid loss:detecting occluded FacesECCV2016 The problem of occlusion is to be solved by area chunking. For the occlusion of face detection, it is more difficult to solve this problem from the angle of training data. We solve this problem from the point of view of defining a new loss function. By defining a novel loss layer to block the loss of face counting error, another highlight of this article is real time Our entire network structure diagram 3 Gr

Motion detection (foreground detection) (1) vibe

Motion detection (foreground detection) (1) vibe Zouxy09@qq.com Http://blog.csdn.net/zouxy09 Due to the needs of the development of monitoring, there are still a lot of research on foreground detection, and there are also a lot of new methods and ideas. My personal knowledge is summarized as follows: Frame Difference and background subtraction (GMM, codebook, so

Smoke detection note "video-based smoke detection with histogram sequence of LBP and LBPV pyramids" analysis, implementation

Based on the characteristics of hep (histograms of equivalent patterns "1"), which has good texture classification effect, LBP (local binary patterns "2") is the most commonly used feature under the HEP Framework and has a brightness, Rotation and other good invariant properties. In the block-based video smoke detection, it is often used as a feature of texture classification. However, the image of a block is localized. This article mainly proposes th

Android version detection Android program version detection and update implementation Introduction _android

Do a website of the Android client, the user installed to their mobile phone, if I have a new version how to do? To have a version update feature. Original version detection is best done automatically. But if every time you open the program, you have to first detect a round, is a waste, after all, version update is a small probability of things. Perhaps the process can be opened, judge the time, a single day on the test, the date does not detect, or r

Human face detection--unitbox_ face detection

This article is reproduced from: https://blog.csdn.net/shuzfan/article/details/52625449 This is an introduction to the face detection of technology from the view of the article: "2016 ACM MM unitbox:an Advanced Object Detection Network". The code should not be put out, but the implementation is relatively simple. (Interrupt a sentence, the paper said speed can reach 12fps, I'm a little panic, we look at sci

Automatic BUG detection and BUG detection

Automatic BUG detection and BUG detection I am a little lazy, and I will never do anything that can be done automatically. Recently I am using ASP.. NET Core writes a project and will accumulate some convenient tool classes or frameworks during the process. If I have time in the future, I plan to write a series of [automatic BUG detection]. This article will be t

Mfc usb flash disk detection and mfc Detection

Mfc usb flash disk detection and mfc Detection WM_DEVICECHANGE message Read MSDN and learn:       The framework calls this member function to notify an application or device driver of a change to the hardware configuration of a device or the computer. That is, the Framework calls this function to notify the application or device driver that the hardware configuration or computer configuration has been ch

WeChat domain name detection and email domain name Detection

Domain Name detection and email domain name Detection Background: Recently, the company's public account domain name was blocked because the company's website was hacked and uploaded to an invalid webpage. So... The domain name unblocking process is started. Baidu domain name unblocking found many domain name detection websites and APIS; but when I made a public

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