TAAFT
Free mode
100% free
Freemium
Free Trial
Deals
Create tool

Image Classification

[ˈɪmɪdʒ ˌklæsɪfɪˈkeɪʃən]
Computer Vision
Last updated: December 9, 2024

Definition

The task of categorizing images into predefined classes or categories.

Detailed Explanation

Image classification assigns a label to an entire image based on its visual content. Modern approaches typically use deep learning models particularly CNNs trained on large datasets. The process involves feature learning pattern recognition and statistical classification to map images to their respective categories.

Use Cases

1. Medical diagnosis 2. Species identification 3. Product categorization 4. Content filtering

Related Terms