Glossary

Image Classification

Image classification is a computer vision technique that assigns labels to images based on their visual content.

What image classification means in practice

In industrial AI Vision, image classification is used to recognize states or conditions, for example whether PPE is present, a workstation is clear, or a process step is complete. Unlike object detection, which locates items, classification determines what is happening in a scene. For enterprise deployments, image classification often works alongside detection and tracking to provide structured inputs into safety and efficiency workflows.

Why image classification matters for enterprise teams

  • Simplifies detection logic for many use cases
  • Improves consistency across sites
  • Reduces manual inspection effort
  • Supports scalable automation

Related glossary terms

O

Object Detection

Object detection identifies and locates specific items, such as people, vehicles, or PPE, within video frames.
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