This example demonstrates the process of loading, normalizing, and batching the MNIST dataset using TensorFlow. The code showcases best practices for preparing data for training and validation in deep learning models. Key Features: MNIST Dataset: Loads the famous MNIST dataset, which contains images of handwritten digits. Data Normalization: Scales the pixel values of the images …
This Python script matches company names between two datasets using fuzzy matching with the thefuzz library. It ensures that company names are standardized and finds the best match from another dataset. Key Features: Loads two CSV datasets containing company names. Standardize the names by converting them to lowercase and removing extra spaces. It uses fuzzy …
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Creating the Google webpage using HTML and CSS. Google’s landing page is a simple and effective masterpiece . Replicating it can be a good exercise for learning HTML and CSS basics. In this article, we’ll will learn through the steps to create a Google webpage page using HTML and CSS from the very scratch. https://www.google.com/ …
In this post, we will learn how to determine input shape in Keras TensorFlow. Understanding the input shape is crucial when building neural networks in Keras. It helps to define the dimensions of the data that your model will process. Step 1 : Inspecting Your Data For Numerical Data: We are using Python’s shape attribute …
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C++, a powerful programming language, offers a range of features to enhance code readability, maintainability, and efficiency. Among these features, operator overloading, function overloading, and friend functions play crucial roles in shaping the way we interact with objects and data structures. Operator Overloading in C++ Operator overloading allows you to redefine the meaning of existing …
C++ Essentials: Operator Overloading, Function Overloading, and Friend Classes Read More »
<!DOCTYPE html> <html lang=”en”> <head> <meta charset=”UTF-8″> <meta name=”viewport” content=”width=device-width, initial-scale=1.0″> <title>Arrow Key Detection</title> <style> /* Simple styling for the display area */ #display { font-size: 24px; …
In this post, we will create a simple virtual keyboard that can be used in web application. This virtual keyboard will include basic functionality for typing, visualizing keys, and handling input in an interactive way. We’ll use HTML for the structure, CSS for styling, and JavaScript for interactivity. Step 1: HTML Structure Let’s start by …
QR Code Detector Web Application: Detailed Report Project Overview This QR Code Detector web application is designed to detect QR codes in images using JavaScript and the jsQR library. It allows users to upload an image, and if a QR code is detected, the app displays both the QR code’s content and a bounding box …
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In this tutorial, we will create a Gym Fitness Website Using HTML & CSS. This step-by-step guide focuses on using HTML and CSS to build a simple, yet visually engaging, front-end template for a fitness website. Our gym fitness website design will include an immersive background, a clean navigation menu, and an interactive form. By …
Introduction: Django is a high-level web framework designed for rapid development and clean, pragmatic design. It’s built on Python and follows the model-template-view (MTV) architectural pattern, which separates application data, user interface, and business logic, making the codebase more organized and manageable. Let’s build a plant identification web app. In this project, we’ll develop a …