Mr. AI Engineer

Hi Guys! Welcome to the new blog  Reference Counting in Python . Memory management is a crucial aspect of programming, especially in a high-level language like Python. Unlike lower-level languages where developers manually allocate and deallocate memory, Python uses automatic memory management through techniques like  garbage collection (GC) . One of the primary mechanisms Python employs for efficient memory management is  reference counting .

Hi Guys! Welcome to the new blog Variables as Memory References in Python: A Deep Dive . In this blog, we will explore how Python variables act as memory references, how the  id()  function helps track object locations, and why immutable and mutable data types behave differently in memory. By the end, you'll have a clear understanding of Python’s memory management and how it impacts variable assignment, object mutability, and performance optimization. Whether you’re a beginner or an experienced Python programmer, mastering this concept will help you write more efficient and bug-free code. When working with Python, many beginners assume that variables directly store values like numbers or strings. However, in reality,  Python variables are just references to memory locations where data is stored . Unlike languages that deal with direct memory allocation, Python manages variables dynamically, optimizing memory usage and performance. Topics Covered in This Blog Understanding...

Hi Guys, Welcome! to step by step tutorial of  Getting Started with OpenCV - Image Loading, Displaying, Saving and Dimensions . OpenCV is the most popular and open source python library in the field of image processing and Computer Vision. From a very long time I was thinking about to start a blog series about OpenCV, Image processing and Computer Vision and finally I am starting this series of OpenCV blogs with this first blog  Getting Started with OpenCV . So, In this very first tutorial we will start with OpenCV and image processing basics. We are going to learn:

Hi Guys! Welcome to the new blog. While working with OpenCV and Jupyter Notebook, have you came across with this thought that what if you will able to display your live webcam feed in a Jupyter notebook. Usually what happens is whenever you tries to run any computer vision program which requires live webcam feed. It opens in the separate window and I don't like this separate webcam window. So, I decided to write a simple python program which will help to display your live webcam feed in a Jupyter notebook using OpenCV and Python3.

Hi Guys let's start with our new blog. Alright, so you're working on a Python project, and you need to install a bunch of packages. But wait—how do you keep track of all of them? Do you write them down on a sticky note? Nah, that's too messy. That's where the  requirements.txt  file comes in! It helps you list all the necessary dependencies so you (or anyone else) can install them quickly and painlessly.