Beginner · Computer Vision
Image recognition
Visual diagram · (in preparation) · Math · (in preparation) · Worked example · 3 difficulty levels.
TL;DR. The process of identifying and classifying objects, patterns, or concepts within an image.
Technical Definition
The process of identifying and classifying objects, patterns, or concepts within an image.
How it works
Image recognition, also known as image classification, is a core task in computer vision. It involves enabling a machine to 'see' and interpret the content of an image, assigning labels or categories to what it detects within the visual data. This is fundamental to many applications like autonomous driving and medical image analysis.
Related Concepts
- Deep Learning — A subset of machine learning using neural networks with many layers to learn hierarchical representations from large datasets.
- Object Detection — A computer vision task that identifies and localizes multiple objects in an image with bounding boxes.
- Computer vision — Computer vision enables computers to interpret and understand information from digital images and videos, automating tasks typically done by human sight.
- Image Classification — The task of categorizing images into one of several predefined classes.