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Real-time Face Recognition Project with Python & OpenCV

In our previous Python project tutorial, we have explained Face Recognition Based Attendance System with Python. In this tutorial, we will explain how to implement Real-time Face Recognition Project with Python and OpenCV.

Face recognition is an artificial intelligence (AI)-based computer technology used to find and identify human faces in digital images and video. It can be used in web application for many reasons such as surveillance and tracking of people in real time.

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Face Recognition Based Attendance System with Python

In our previous Python project tutorial, we have explained How To Use Pandas Library in Python. In this tutorial, we will explain how to develop a Face Recognition Based Attendance System using Python, Flask and MySQL.

The face recognition attendance management system provide a quick way to take attendance of students, teachers, employees etc. The system recog the faces and mark attendance of the recognized faces into an excel sheet.

We will develop the system using face_recognition package from Python. During user register process, we will store the user image in database and upload image to a directory. Then we will capture image through webcam and recognize to complete attendance.

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How To Use Pandas Library in Python

In our previous Python tutorial, we have explained How To Use Lambda Function in Python. In this tutorial, we will explain How To Use Pandas library in Python.

Pandas and python makes data science and analytics extremely easy and effective. Pandas is an open source Python library that allows the handling of tabular data.

We will cover following in this tutorial:

  • What is pandas?
  • What is data science or data analytics?
  • What Can Pandas Do?
  • Pandas installation
  • Pandas Series
  • Pandas DataFrames

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How To Use Lambda Function in Python

In our previous Python tutorial, we have explained about file hadling in python. In this tutorial, we will explain about Lambda Function in Python.

Lambda functions are similar to user defined function but without name. Due to this, these functions are called anonymous functions. The lambda keyword is used to define an anonymous function in Python.

The Lambda functions are useful we want to use the function once or want to create a function that only contain simple expression or single line of statement.

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Make YouTube Video Downloader with Python & Flask

In our previous Python Porject tutorial, we have explained how to make ChatBot in Python. In this tutorial, we will explain how to make YouTube video downloader in Python.

YouTube is the most popular video sharing and social media platform. The people are always willing to download the favorite videos. But it’s not always easy to download videos as it needs third party tools or website to download. So keeping this in mind, we are have tutorial for you to develop YouTube Video Downloader.

In this tutorial, we will explain how to make your own YouTube Video Downloader using Python. We will use Python library pytube to implement video download functionality. We will use Flask, micro web framework and Bootstrap 5 to create our YouTube Video Downloader.

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