Turn from: Global AI http://www.sohu.com/a/135469270_642762
Paper Address: https://arxiv.org/pdf/1704.04503.pdf
GitHub Project: Https://github.com/bharatsingh430/soft-nms
Improve target detection accuracy with one line of code
Paper abstract
Non-maximum suppression (Non-maximum suppression, NMS) is an important part of the object detection process. It first generates a detection frame based on the object
What are the differences between OMC, EMS, and NMS ?, Omcnms
What are the differences between OMC, EMS, and NMS?OMC-Operation and Maintenance CenterEMS-Network Element Management SystemNMX-Network Management SystemWhat is the difference between the OMC, EMS, and NMS of the manufacturer?However, OMC and EMS generally refer to
What are the differences between OMC, EMS, and NMS?OMC-Operation and Maintenance CenterEMS-Network Element Management SystemNmx-Network Management SystemWhat is the difference between the OMC, EMS, and NMS of the manufacturer?However, OMC and EMS generally refer to
NMS is comprehensiveConnected to different devices
OMC refers to the manufacturer's network ma
Label:black box Test Black box test product software as a black box, only the export and the entrance, the test process as long as you know what to enter into the black box, know the black box will come out of what results can be, do not need to know the black box inside is if done. That is, testers do not bother to understand the software inside the specific composition and principles, as long as the user to look at the product. For example, the bank transfer function, do not need to know h
NMS (non maximum suppression), Chinese name non-maximal value suppression, in many computer vision tasks are widely used, such as: edge detection, target detection and so on.
In this paper, the application of face detection is used as an example to illustrate the NMS, and the MATLAB and C + + sample programs are given.
Some concepts of human face detection
(1) Most of the face detector is the core of the cl
Open NMS Installation TutorialAnd in a formal mission, I was asked to deploy an open source network management system on the Windows platform. While working on the task, I got some questions about which I couldn't find the solution on the Internet, and I used the hit and test methods to get the solution. Then I want to write about these problems and their solutions. But in the first step, I'll write a step-by-Step guide on the Windows platform (ie Win
callout data.
2, IOU (orthogonal ratio)
Object detection needs to locate the object's bounding box, just like the picture above, we not only need to locate the vehicle's bounding box we also have to identify the object inside the bounding box is the vehicle. For the positioning accuracy of bounding box, there is a very important concept, because our algorithm can not be fully matched with manual data, so there is a positioning accuracy evaluation formula: IOU.IOU represents the overlap of boun
Next.• Click Finish to complete the installation.• Open the Bin directory of the command prompt and Goto OPENNMS. By default, this will be the \ BIN of the C # program files file \ OpenNMS• If you install JRRD and your Jrrd.jar files are placed in \ \ opennms \ lib directory, then run the following commandINSTALL. BAT-DISL "c \ opennms \ LIB"• Execute the following commandOpennms.bat start• Open the browser and open the linkhttp://localhost: 8980/opennms• Log in to the Web console with an admin
,:));
Ox = max (x2-x1, 0);
Y1 = Max (A (2*on,:) ', B (2*om,:)); y2 = min (A (4*on,:) ', B (4*om,:));
Oy = max (y2-y1, 0); % is of the intersection areaint = Ox . * OY;
% area of the union is sum of areas-inersection AREAA = prod (A (3:4,:)-A (1:2,:)); Areab = prod (B (3:4,:)-B (1:2,:)); % final distance Matrix dist = areaint./(Areab (OM,:) + eps);
Note For the Focus section:
Scores (Any ([-1 0 1 0; 0-1 0 1] * Boxes Note Here is the boxes format, which is [Xmin,ymin,xmax,ymax], which is mult
yourself must be iou==1, so you can delete it, and then remove the box that intersects it IOU greater than the threshold to delete the for I in Range (len (boxes_filtered)): If Probs_fi LTered[i] = = 0:continue for j in range (i + 1, len (boxes_filtered)): If IOU (Boxes_filtered[i], Boxes_fi LTERED[J]) > Yolo.iou_threshold:probs_filtered[j] = 0.0 #到最后, the rest of the box corresponds to the NMS processed box Filter_iou = n P.array (probs_filtered > 0
192.168.10.99 host does not have a valid path. This may be a problem with the router configuration, or the 192.168.10.0 network does not exist (the wrong IP address).
C:/>tracert 192.168.10.99Tracing route to 192.168.10.99 over a maximum of hops1 10.0.0.1 reportsestination net unreachable.Trace complete.The Tracert utility is useful for solving large network problems and can take several paths to the same point.Tracert Command line OptionsThe Tracert command supports a variety of options, as sh
When interviewing testers, This is a good question: How do you define performance/load/stress testing? In many cases, people use them as the same terminologies that can be replaced by each other. However, the differences between them are quite large. This post is based on some of my own experiences. I wrote a simple comment on these three concepts. Of course, I also referred to some definitions in the test documents, for example:"
Performance Testing(Or multi-user concurrent performance testing ),
Load Testing,
Strength Test,
Capacity TestIt is a few aspects of performance testing, but the concept is easy to confuse. The following describes several concepts.
Performance Testing(PerformanceTest):
Software testing is a process used to promote the correctness, completeness, security, and quality of the certified software. The goal is to quickly identify the problems that exist in the SOFTWARE product as soon as possible-with user requirements, pre-defined inconsistencies, that is, to find as many defects and deficiencies in the software as possible.For software testing classification, the most famil
Test test testing Test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test test Test, test, test, test, test, test, test, test, test test, test, test, test,
Automated Testing with python-unit testing for Java code (1) and python Unit Testing
Python we talk about most of the time refers to python implemented by C. In this article, we want to talk about python implemented by java. Her name is Jython, you can go to the official website http://www.jython.org/look, the last 2 years is very active, the release of the new
Security Testing is different from penetration testing. penetration testing focuses on Penetration attacks at several points, while security testing focuses on modeling security threats, comprehensive Consideration of threats at all levels. Security Testing tells you which t
The purpose of software testing is to find and correct errors in the software being tested and improve the reliability of the software., this definition sounds right, but using it to guide testing can be a problem. For example, some organizations use the number of bugs found to measure the performance of testers, in fact, this is the test teleology in the back, the results of how it: first, some of the less
The difference between unit testing and integration testing:Unit tests differ from test objects in comparison to integration tests:? The tested object of integration testing is a combination of units, where different modules are often assigned to different personnel to develop. Integration testing focuses on interfaces and mates between different unit modulesThe
The three concepts of load testing, stress test, and performance test are often confusing and difficult to distinguish, this leads to incorrect understanding and incorrect use. There have been a lot of discussions before. The famous ones should be classified as two blogs of grig Gheorghiu's:
Performance vs. load vs. Stress Testing
More on performance vs. Load Testing
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