Checking FLUX and ComfyUI images
Open workflows can generate very different image styles. SUREvAI checks the file for creation clues and visual patterns, including when obvious metadata has been removed.
A workflow record is a clue, not a certificate
Some PNG exports include prompt or workflow fields. These are useful when present, but unsigned fields can be edited and many export paths remove them.
A verified signed record is stronger. Without one, the detector must make a cautious visual estimate.
Why a generated image may appear Real
Fine-tuned checkpoints, realistic photographic styles, tiny edits, screenshots, and image compression can change or hide the patterns a model learned. A Real label is therefore not proof of camera capture.
Test the exact version being shared
If you made the image, compare the original PNG with the compressed or resized copy. Keep both files so any change in the result can be investigated.