How this Helps

Filtering helps you instantly surface relevant slices of your dataset — whether you’re tracking mislabels, inspecting object classes, or exploring edge cases.
Visual Layer provides a flexible filtering system powered by logical structures. You can build filters using the Filter Menu, define them in the Query Modal, and review or edit them in the Query Panel. All applied filters are combined using AND logic.

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Filter Menu

The Filter Menu is where you select filters to apply. It dynamically adapts to your dataset and the context of your view.

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Available filter types include:

The filters shown change depending on your current logic mode and view context. Drop Down Filters Menu

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Query Modal

Each filter opens a Query Modal, where you can configure:
  • Condition: IS, IS NOT, CONTAINS, STARTS WITH, ENDS WITH and more
Conditions and input options vary by filter type.

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Query Panel

The Query Panel shows all active filters, grouped by AND logic.

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Filter Logic & Behavior

Filter TypeSupported Logic
FoldesIS ONE OF, STARTS WITH, ENDS WITH, CONTAINS
FilesIS ONE OF, STARTS WITH, ENDS WITH, CONTAINS
LabelsIS, IS NOT, IS ONE OF, IS NOT ONE OF
User TagsIS, IS NOT, IS ONE OF
CaptionsFree Text Search
MislabelsIS, IS NOT
DuplicatesSimilarity Level
OutliersIS, IS NOT
Quality IssuesIS, IS NOT
Select UniquesSlide Bar
Filter Conditions Example

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Editing & Removing Filters

Users can delete any active filter, which will remove it from the query structure, allowing you to refine your dataset exploration further.