Neural model
Community Forensics examines visual signs of generation. We check the centre, a mirrored version, a JPEG copy and two offset regions. Conflicting scores give an uncertain result.
Research ↗Model ↗LUMEN / PHOTO FORENSICS
Every image comes from somewhere.
Let’s look for its traces.
Choose a tool and mark points on the image.
Photos are not stored
Community Forensics examines visual signs of generation. We check the centre, a mirrored version, a JPEG copy and two offset regions. Conflicting scores give an uncertain result.
Research ↗Model ↗YuNet suggests eye regions you can adjust or remove. We compare their brightness distribution using Gini and calculate a vanishing point from manually marked parallel edges.
Perspective · Hany Farid ↗Eye comparison · RAS ↗We read software names from EXIF, PNG and XMP. For JPEG files, we map changes after recompression. These measurements are separate from the model verdict.
Scores show the model response. Intermediate scores and small images receive an uncertain result.
Upload a photo: Lumen compares five image variants, checks metadata and shows each model’s results separately.
No. You can check a photo without signing in. JPG, PNG and WebP files up to 12 MB are supported.
It is a strong model response to signs of generation. The verdict considers agreement across five checks; individual scores are available in the report.
Use the original file, inspect scores for different regions and check its provenance. For portraits, you can compare marked eye pairs for each person.