https://ai-blog.noorshomelab.dev/tags/webml/Recent content in WebML on AI VOIDHugoenSun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/transformers-js-guide/visual-intelligence-computer-vision-tasks/Sun, 26 Oct 2025 00:00:00 +0000https://ai-blog.noorshomelab.dev/transformers-js-guide/visual-intelligence-computer-vision-tasks/<h1 id="4-visual-intelligence-computer-vision-tasks">4. Visual Intelligence: Computer Vision Tasks</h1> <p>Computer Vision (CV) enables computers to &ldquo;see&rdquo; and interpret visual information from images and videos. Transformers.js brings powerful CV models directly to the browser, allowing for client-side image processing, analysis, and understanding. This chapter explores common CV tasks.</p> <h2 id="41-image-classification">4.1. Image Classification</h2> <p>Image classification involves assigning a label (or class) to an entire image, determining what the main subject of the image is.</p> <h3 id="411-detailed-explanation">4.1.1. Detailed Explanation</h3> <p>An image classification pipeline takes an image (as a URL, <code>File</code> object, or <code>HTMLImageElement</code>) and outputs a list of predicted labels with confidence scores. Models are trained on vast datasets like ImageNet, learning to recognize patterns associated with thousands of different categories.</p>