So in this article, I’m gonna show you I creates machine learning model and integrated in Flutter.

Flutter Application to classify images of dogs and cats

code: https://github.com/SHETTYADI452/SHETTYADI452-Summer_task_11.\

In The first stage I have created Machine learning model to classify dog and cat. Than I have Created APP and integrated the model with it.

It’s time to run the Flutter Application.Simply Download the code and Run flutter run command in terminal to run your app.


This project is a menu based web-app built using python and Flask with python CGI at backend for Executing Linux Commands

📄 Task Description:

Create Blog/Video attaching Screenshot of following task:

*️⃣ Make a user in Rhel8 Machine give permissions.

*️⃣ Create a menu program that runs all the Linux based commands. (lvcreate, vgcreate, cron, fstab etc). Also add webserver configuration in that program.🔅

Technologies

Project is created with:

  • PYTHON
  • PYTHON-CGI
  • HTML-CSS
  • FLASK

Setup

To run this project, do the following:

1.Setup Httpd server on a RHEL machine.
2.Copy cgi-bin folder files to /var/www/cgi-bin/.
3.Disable firewalld.
4.Open the folder in VS code and launch the webapp with liveserver plugin.

SUMMARY

This is WEB APP Built using Flask for executing linux commands for creating partition,user add,user permission,local linux setup etc.

CODE

Github link: https://github.com/SHETTYADI452/RHCSA_MENU_APP

OUTPUT:


Object Recognition using CNN model (CAR LICENSE PLATE DETECTION AND RECOGNITION )

DATASET USED:

https://www.kaggle.com/andrewmvd/car-plate-detection

GITHUB LINK OF NOTEBOOK:

https://github.com/SHETTYADI452/Summer_task8/

As we can that the model is giving good results on the test dataset for detection of license plates.

Also, to detect the characters inside the license plate we can use tessaract.

Refer to for explanation of character recognition code :


Task 09 👨🏻‍💻

Team Task

Kubernetes Integration with Python-CGI

Task Description 📄

📌 In continuation of task 7.1 you need to Integrate Kubernetes commands that can be run through webUI created by you.
👉 This time create webUI page as such that using normal English conversation your all commands can run in background.
Example — when we write ‘run deployment using httpd image’ then it run complete deployment command in backend.

Feature necessary -
👉 It can launch pods with specific name given by user.
👉 Run deployment using image and name given by user.
👉 Expose services on given user…


K-mean Clustering

K-means algorithm explores for a preplanned number of clusters in an unlabelled multidimensional dataset, it concludes this via an easy interpretation of how an optimized cluster can be expressed.

Primarily the concept would be in two steps;

  • Firstly, the cluster centre is the arithmetic mean (AM) of all the data points associated with the cluster.
  • Secondly, each point is adjoint to its cluster centre in comparison to other cluster centres. These two interpretations are the foundation of the k-means clustering model.

You can take the centre as a data point that outlines the means of the cluster, also it might…


In this blog I have discussed about Javascript solving industry use case one such company is eBay . To Understand the USE-CASE one must have a better knowledge of javascript so lets get started.

JAVASCRIPT

JavaScript is a scripting or programming language that allows you to implement

complex features on web pages every time a web page does more than just sit there and display static information for you to look at displaying timely content updates, interactive maps, animated 2D/3D graphics, scrolling video jukeboxes, etc. you can bet that JavaScript is probably involved. …


Before we get into the “HOW TO PERFORM LIVE VIDEO STREAMING “ lets get basic knowledge of the modules use for it

OpenCV

OpenCV was started at Intel in 1999 by Gary Bradsky, and the first release came out in 2000. Vadim Pisarevsky joined Gary Bradsky to manage Intel’s Russian software OpenCV team. In 2005, OpenCV was used on Stanley, the vehicle that won the 2005 DARPA Grand Challenge. Later, its active development continued under the support of Willow Garage with Gary Bradsky and Vadim Pisarevsky leading the project. …


CONFUSION MATRIX

The confusion matrix is a matrix used to determine the performance of the classification models for a given set of test data. It can only be determined if the true values for test data are known. The matrix itself can be easily understood, but the related terminologies may be confusing. Since it shows the errors in the model performance in the form of a matrix, hence also known as an error matrix. Some features of Confusion matrix are given below:

  • For the 2 prediction classes of classifiers, the matrix is of 2*2 table, for 3 classes, it is 3*3 table…

ARTH TASK 15 :-

🔅Create an ansible role myapache to configure Httpd WebServer.

🔅Create another ansible role myloadbalancer to configure HAProxy LB.

🔅We need to combine both of these roles controlling webserver versions and solving challenge for host ip’s addition dynamically over each Managed Node in HAProxy.cfg file.

WHAT IS ANSIBLE ?


Hello guys i’m writing this blog to share my views on the Expert Session Which was conducted by Linux World in collabration with Redhat. Vimal Daga sir always do something special for his students and this session is one of them because of his efforts Redhat hosted a Webinar Where Two Experts of Redhat Mr. SREEJITH ANUJAN (Principal Instructor Redhat) and Mr. ARUN EAPEN (director APAC) discussed some industry level use cases .

Mentors

Adithya Gangadhar Shetty

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