Cloud

Exploring VGG Architecture: How Deep Layers Revolutionize Image Recognition

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Deep Layers

The introduction of deep convolutional neural networks (CNNs) has dramatically improved image recognition capabilities. Among the seminal architectures, the VGG (Visual Geometry Group) Network, proposed by Karen Simonyan and Andrew Zisserman in 2014, was a breakthrough. It demonstrated the effectiveness of deep, simple, and uniform layer structures in achieving state-of-the-art performance on the ImageNet dataset. … Read more

How to Implement Function Calling for the Tiny LLaMA 3.2 1B Model

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How to Implement Function Calling for the Tiny LLaMA 3.2 1B Model

Introduction In recent years, large language models have become a crucial part of software development, providing an array of functionalities that enhance user interactions and automate tasks. The Tiny LLaMA 3.2 1B model, a smaller yet powerful variant of the LLaMA series, allows developers to implement advanced capabilities, such as function calling, to improve functionality … Read more

How to Improve Frontend Security Against XSS Attacks

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XSS Attacks

In today’s digital landscape, web applications are exposed to various security vulnerabilities, with Cross-Site Scripting (XSS) attacks being one of the most common and dangerous. XSS attacks exploit security weaknesses on the client side, allowing attackers to inject malicious scripts into web pages viewed by users. When these scripts are executed, they can steal sensitive … Read more

What is CI/CD, and why is it important?

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CI/CD

In today’s fast-paced software development world, the terms “CI/CD” have become essential. Short for Continuous Integration (CI) and Continuous Delivery/Deployment (CD), these practices have transformed how teams build, test, and deploy software, resulting in higher quality, faster releases, and greater customer satisfaction. 1. Understanding CI/CD What is CI (Continuous Integration)? Continuous Integration (CI) is a … Read more

What is the purpose of a deployment pipeline?

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deployment pipeline

In today’s fast-paced digital landscape, the deployment pipeline has become a crucial part of software development and operations. It is designed to streamline the process of taking code from development to production, ensuring that software is consistently delivered to users with speed, efficiency, and reliability. A deployment pipeline is not just a technical structure; it … Read more