AI Visual Testing has arrived in TestOps. Katalon’s new AI expands on our existing pixel comparison visual testing with two additional AI-enabled visual tests: content-based and layout-based These additional visual testing options greatly improve the speed and efficacy of UI quality testing. They allow software quality teams to automatically analyze, differentiate, and identify valid visual UI differences from minor visual infractions, reducing manual visual validation efforts by hundreds or thousands of hours per year.
Testers can select from two AI Visual Testing options:
Instead of simply identifying when individual pixels are not the same, layout-based AI Visual Testing analyzes the layout of images and visual objects in relation to each other and compares those relative differences between baseline and test results. When the relative differences are significant, the test fails. However, when an image, object, or line of text differs by only a few pixels or lines, where a standard visual test would flag a failure, AI Visual Testing intelligently deduces that there is only a minor difference in layout and passes the test. This strategy significantly reduces false positives and wasted manual review effort.
When visual quality is rated by the completeness and accuracy of text content rather than the layout and existence of images and UI elements, content-based AI Visual Testing is the best option. Content-based AI Visual Testing prioritizes the review and validation of text within a UI regardless of font, layout, color, or changes in its background. Like the layout-based comparison, this also increases the efficacy of content testing and reduces manual validation efforts by hundreds or thousands of hours per year.
With this update, Visual Testing now has its own section in the project menu bar:
Learn more about Katalon’s AI Visual Testing, review the documentation here
The TestOps dashboard now has an updated look and additional dashboard reports. There are seven distinct sections on the dashboard:
More information & a visual overview of the dashboard can be found here
For a complete list of the new features, improvements, and fixes, please visit the release notes.
For a complete list of the new features, improvements, and fixes, please visit the release notes.
As always, please post any questions, ideas, or concerns in our community. We are eager to hear from you.