Task 10 πŸ‘¨πŸ»β€πŸ’»

Task Description πŸ“„


πŸ“Œ Create a blog/article/video about explaining k-mean clustering and its real usecase in the security domain.

What is Machine Learning?


JavaScript is a scripting or programming language that allows you to implement complex features on web pages β€” every time a web page does more than just sit there and display static information for you to look at β€” displaying timely content updates, interactive maps, animated 2D/3D graphics, scrolling video jukeboxes, etc. β€” you can bet that JavaScript is probably involved. It is the third layer of the layer cake of standard web technologies, two of which (HTML and CSS) we have covered in much more detail in other parts of the Learning Area.

Uses of javascript-


SUMMER β€” Task 03 πŸ‘¨πŸ»β€πŸ’»

⚜️ Team Task

Task Description πŸ“„

πŸ“Œ Create Live Streaming Video Chat App without voice using cv2 module of Python:

In this Task we have used socket programming and cv2 libraries in python:

What is Socket Programming?

A socket is a communications connection point (endpoint) that you can name and address in a network. Socket programming shows how to use socket APIs to establish communication links between remote and local processes.

What is OpenCV?

OpenCV is a Python library which is designed to solve computer vision problems.OpenCV supports a wide variety of programming languages such as C++, Python, Java etc. Support for multiple platforms including Windows, Linux, and MacOS.

Step I: First we to create 2 files in python one…


Pre-requisites :-

  • Docker installed in OS.(here, We will be using Redhat8 as the base OS)

Steps:-

First of all after installing docker and starting its services. you need to pull one docker image.

Pull one image. here I am pulling centos image


OpenCV

Summer β€” Task 04 πŸ‘¨πŸ»β€πŸ’»

⚜️ Team Task

Task Description πŸ“„

πŸ”… Task 4.1

πŸ“Œ Create image by yourself Using Python Code

πŸ”… Task 4.2

πŸ“Œ Take 2 image crop some part of both image and swap it.

πŸ”… Task 4.3

πŸ“Œ Take 2 image and combine it to form single image. For example collage

What is openCV?

OpenCV is a Python open-source library, which is used for computer vision in Artificial intelligence, Machine Learning, face recognition, etc.

In OpenCV, the CV is an abbreviation form of a computer vision, which is defined as a field of study that helps computers to understand…


Confusion matrix

What is confusion Matrix ?

A confusion matrix is a table that is often used to describe the performance of a classification model (or β€œclassifier”) on a set of test data for which the true values are known. The confusion matrix itself is relatively simple to understand, but the related terminology can be confusing.


What is confusion matrix?

πŸ‘‰A Confusion matrix is an N x N matrix used for evaluating the performance of a classification model, where N is the number of target classes. The matrix compares the actual target values with those predicted by the machine learning model. This gives us a holistic view of how well our classification model is performing and what kinds of errors it is making.

For a binary classification problem, we would have a 2 x 2 matrix as shown below with 4 values:

Harshitakumari

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store