Get the average color of an image in Python

Images are a core part of our digital world, and analyzing their properties opens up a range of possibilities—from creative applications in design to technical solutions in AI and automation. One of the simplest yet powerful insights we can derive from an image is its average color. This value provides a single RGB representation that …

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CONVERT AN IMAGE INTO GRAYSCALE USING OPENCV PYTHON

In this tutorial, we will discuss how to convert an image into grayscale using opencv library in python program. In python programming language convert an image into grayscale using opencv library in python is very simple than other programming language. In python program any code is very simple and well understand than other programming language. …

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Understanding Python’s Descriptor Protocol

Database fields rely on Python’s Descriptor Protocol to manage data, and built-in properties like @property and staticmethod use it to control attribute access. Descriptors allow developers to define custom behavior for attributes, ensuring better control over how values are stored, retrieved, and modified. What are Descriptors? A descriptor is a Python object that controls attribute …

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How to Use Python’s dataclass for Cleaner and Faster Code

Are writing classes in Python sometimes too much work? You have to usually define an  _init_ method, or  _repr_ or _eq_method, and suddenly your class is filled with code! Well, guess what? Python’s dataclass is here to save the day! While using something called a decorator, you get automatic methods for initialization, representation, and comparison. …

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Creating Custom Bash Scripts in Python with subprocess

This article introduces the Python subprocess module, which is used to run external commands and interact with system processes. It explains basic functions like subprocess.run(), which executes commands, captures output, and handles errors. The article also demonstrates creating a custom Bash script, setting execute permissions, and running it through Python, showing how Python automates system-level …

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