Computer Vision: Teaching Machines to “See” and Interpret Images.
Computer Vision: Teaching Machines to See and Interpret Images. Introduction Computer vision is a field of Artificial Intelligence (AI) that enables machines to interpret and understand visual information from the world , just like humans do. From self-driving cars to facial recognition and medical imaging, computer vision is transforming industries by allowing computers to “see” and make decisions based on images and videos. What is Computer Vision? Computer vision is a branch of AI and machine learning. Its goal is to extract meaningful information from images and videos . Unlike humans, machines rely on algorithms and data patterns to recognize objects, shapes, and movements. How Computer Vision Works Image Acquisition – Capturing images using cameras or sensors. Preprocessing – Cleaning and preparing images (resizing, filtering, or converting to grayscale). Feature Extraction – Identifying key patterns, shapes, colors, and textures. Model Training ...