Reference based
AI photo editing.
Use any frame as a reference. Look Match reads color, contrast, density, highlight behavior, grain, atmosphere, and mood, then transfers that look onto your photos while Identity Lock protects face, pose, body geometry, and composition. Build one look, reuse it across a set, and refine it inside Lab Orbit.
Matched output
Reference look, subject intact.
References
Built for the final 5%
Match the reference, then tune the look: opacity, before/after, grain, warmth, contrast, frame treatment, and Lab Notes live together in the Lab Orbit finishing surface.
Instant look transfer, finished in Lab Orbit.
Extract color, contrast, density, and texture from any reference.
Reference
Upload a still, editorial frame, client board, or finished image with the look you want to carry forward.
Match
Look Match extracts color, contrast, density, highlight behavior, and mood into a reusable recipe.
Finish
Apply the look to one photo or the whole set, then refine blend, grain, frame treatment, and before/after in Lab Orbit.
Build a reusable look.
The photos that need the look. One recipe can carry across the whole set.
One reference frame defines the direction: color, density, contrast, texture, and mood.
Match Studio
Replace background with reference's studio backdrop
Add Photos To Start
Color · Tone · Texture · Quality Gate Active
Everything the look needs,
nothing the photo doesn't.
Identity Lock
Faces, body geometry, and facial structure stay intact. The look transfers without rewriting the subject.
Geometry Lock
Composition and framing stay yours. The recipe rides on top of the source instead of rebuilding the frame.
Look Decode
Color temperature, contrast, density, highlight rolloff, shadow character, saturation, and texture are measured before transfer.
Batch Consistency
One reference can drive a whole set, so the gallery feels intentional instead of corrected image by image.
Lab Orbit Finish
Blend strength, before/after, grain, warmth, frame treatment, and Lab Notes live where the matched photo is reviewed.
Saved Looks
Every match can become a reusable look. Apply the same direction to a new photo without re-decoding the reference.
| 01 | Color Temp | 4,800 K | Cool daylight |
| 02 | Contrast Ratio | 1 : 5.8 | Gentle falloff |
| 03 | Key / Fill | 1 : 0.45 | Lighting (optional) |
| 04 | Shadow Cast | Blue-Cool | Reference signature |
| 05 | Highlight Roll | Soft | Natural roll-off |
| 06 | Saturation | -12% | Desaturated |
Reference look matching, without rewriting the subject.
The short version: bring the visual direction, keep the photograph. The proprietary formula translates the look while Identity Lock protects the subject.
01What is Look Match?+
Look Match is reference based AI photo editing. You upload a source photo and a reference image, then Department of Vibe transfers the reference look while protecting the subject with Identity Lock.
02What can I use as a reference?+
You can use a film still, editorial image, client mood board, finished photo, screenshot, scanned print, or one of the film stock recipes inside the lab.
03Does Look Match change the person in the photo?+
No. Identity Lock is designed to preserve face, pose, expression, body geometry, clothing structure, and composition while the visual treatment changes.
04How is this different from presets and LUTs?+
A preset or LUT applies a fixed adjustment. Look Match reads a reference as a recipe, separating color, light, grain, density, contrast, atmosphere, and frame behavior into controllable instructions.
05Can I save a matched look?+
Yes. Inside Lab Orbit, a reference setup can become a Saved Look so the same recipe can be reused across future images and shoots.