Developer | ARTH Learner @LinuxWorld | IIEC RISE Student | ML • DL • DevOps [MLOps] Enthusiast | AWS • GCP • Azure ☁️

Flutter is an open source framework to create high quality, high performance mobile applications across mobile operating systems — Android and iOS. It provides a simple, powerful, efficient and easy to understand SDK to write mobile application in Google’s own language, Dart. …

Recognize characters on number plate of the car.

GitHub code URL:

Description:

→ Created a model that will detect a car in a live stream or video and recognize characters on number plate of the car .
→ Secondly , it will use the characters and fetch the owners information using RTO API’s .
→ Created a Web portal where all this information will be displayed.

Thank you.

GitHub URL (code) :

Description:

Docker:

Created a Web Application for Docker (one of the great Containerization Tool which provides the user Platform as a Service (PaaS)) the web-portal is user friendly.
→This app will help the user to run all the docker commands like:

  • docker images
  • docker ps
  • docker run
  • docker rm -f
  • docker exec

Kubernetes:

→ This app will help the user to run all the kubernetes commands like:

  • It can launch pods with specific name given by user.
  • Run deployment using image and name given by user.
  • Expose services on given user input port number.
  • Scale the replica according to user need.
  • Delete complete environment created.
  • Delete specific resources given by user.

The code will be further optimized.

Thank you.

1. Single Page Applications(SPAs)

It is sometimes referred to as Single Page Interface (SPI). This is the most common form of JavaScript application available these days. These are a lot more responsive and resemble a desktop application. Unlike other web applications, these load the complete webpage with HTML, CSS, and JavaScript initially. Though the…

In the field of Machine Learning and specifically the problem of statistical classification, a confusion matrix, also known as an error matrix, is a specific table layout that allows visualization of the performance of an algorithm, typically a supervised learning one.

Confusion Matrix for the Binary Classification

A confusion matrix is a table that is often…

Launching GUI software on Docker Container using Manual and Dockerfile process.

For a GUI application to run, we need to have an Xserver which is available as part of every Linux Desktop Environment, But within a container, we don’t have any Xserver so,

🔰 Share the Host’s ‘Xserver’ with the container by creating a volume

--volume="$HOME/.Xauthority:/root/.Xauthority:rw"

🔰 Share the host’s ‘DISPLAY’ environment variable to the container

--env="DISPLAY"

🔰Run container with host network drive with

--net=host

Note: Here, In this article we will look both ways i.e Manually in the container and Dockerfile.

Github URL for all Dockerfile codes: https://github.com/Rahulkumar0909/Dockerfiles

So, First let us look manual process

Steps to run jupyter notebook in container:

Note: I have used RHEL8 operating system. …

Simple Linear Regression code run on docker container

I have used Dataset: Salary_Data.csv ( Click here to get the dataset )

As we need docker so, First let us configure docker and install it in our system.

Note: I have used RHEL8 operating system. You can use Centos or Fedora also.

Step1: Configuring repository for docker

Path: /etc/yum.repos.d/

Rahulkumar Choudhary

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