Watermark checks
Inspect supported, specific watermark signals and compare detector results rather than relying on a generic “AI score.”
AI IMAGE WATERMARK RESEARCH
Inspect signals. Compare quality. Understand the image.
Watermark Lab is an AmpCub research tool for examining specific AI-image watermark and provenance signals in the browser, then comparing image quality before and after controlled processing.
Provenance signals
Review public markers and available container or metadata information that may help explain an image's provenance.
Quality comparison
Measure before/after image changes with quality metrics so experiments remain interpretable.
Browser focused
The workflow is designed to run locally where possible; images are not automatically uploaded by the page.