# Build a Defect Detection System

DevFeed: [Build a Defect Detection System](<https://devfeed.tech/articles/build-a-defect-detection-system-64095.md>)

Original publisher: [Read original article](<https://roboflow.com/blog/how-to-build-a-defect-detection-system>)

Author: James Gallagher

Published: 2026-08-12T17:33:00Z

Content type: tutorial

Language: en

Sources: [Roboflow](<https://devfeed.tech/sources/roboflow-blog.md>)

Topics: [No-code](<https://devfeed.tech/topics/no-code.md>)

Tags: [annotation](<https://devfeed.tech/tags/annotation.md>), [computer-vision](<https://devfeed.tech/tags/computer-vision.md>), [deployment](<https://devfeed.tech/tags/deployment.md>), [visual-inspection](<https://devfeed.tech/tags/visual-inspection.md>)

## AI overview

The tutorial explains how to build a computer vision defect detection system with Roboflow using ceramic tile images. It covers collecting and annotating data, creating dataset versions, training through the web interface, testing on unseen images, and choosing a production deployment option.

## Source excerpt

In this guide, we show how to build a defect detection and visual inspection system with computer vision using Roboflow.