ou can display and save images in Python using various libraries. One of the most commonly used libraries for working with images is Pillow (PIL), which is a fork of the older Python Imaging Library (PIL). Here are examples of how to display and save images using Pillow: Displaying an Image: from PIL import Image […]
Elementary Cellular Automata are simple but powerful models used in cellular automaton theory and computational science. They consist of a grid of cells, each of which can be in one of two states: 0 or 1. The automaton evolves over discrete time steps based on a set of rules that dictate how the state of […]
https://youtu.be/IdpmVNAnRWo?si=Df6Tp333hlZBlUVY Image Processing and Computer Vision are two closely related fields that often overlap, but they have distinct goals and methodologies. This document will provide a comprehensive overview of both fields, highlighting their differences and similarities, and explaining the important steps involved in each process. Definition: Image Processing: Image processing is a method to perform […]
Inferential statistics is a branch of statistics that involves making predictions, inferences, and drawing conclusions about a population or a larger dataset based on the analysis of a smaller sample from that population. It is a crucial part of the statistical process, allowing researchers to make generalizations and decisions about a larger group based on […]
Descriptive statistics is a branch of statistics that involves the use of various techniques and methods to summarize, organize, and describe data. It is often the first step in the process of data analysis and provides a way to understand and interpret data in a meaningful and concise manner. Descriptive statistics help in gaining insights […]
https://youtu.be/fEHf7jOKEuQ?si=ZyTXNXYkeC8KFBQ0 OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. It provides a wide range of tools and functions for various image and video processing tasks. Whether you’re a beginner or an experienced developer, this introductory guide will help you get started with OpenCV. Table of Contents Installation […]
Scikit-Image, also known as skimage, is a popular Python library for image processing. It is built on top of NumPy and provides a collection of algorithms for image processing tasks such as image filtering, segmentation, feature extraction, and more. Scikit-Image is a part of the larger scientific Python ecosystem, which includes libraries like NumPy, SciPy, […]
Scikit-Learn, also known as sklearn, is a popular Python library for machine learning and data analysis. It provides a wide range of tools and algorithms for tasks such as classification, regression, clustering, dimensionality reduction, and more. Below are the steps to understand what Scikit-Learn is: Step 1: Installation To use Scikit-Learn, you need to install […]
PyTorch is an open-source machine learning library for Python that provides a flexible and dynamic framework for building and training neural networks. It was developed by Facebook’s AI Research lab (FAIR) and has gained popularity in the machine learning and deep learning communities due to its ease of use and powerful capabilities. Here are the […]
TensorFlow is an open-source machine learning framework developed by Google that allows you to build, train, and deploy machine learning and deep learning models. It is widely used for tasks such as image and speech recognition, natural language processing, and more. Here are the key steps to understand TensorFlow: Installation: Start by installing TensorFlow on […]