Comparison · 6 minutes

How to Build an Honest AI Before-and-After

Different scales and different lights can make a weak edit impressive, so we capture everything but the change we're looking at, and we show it to you in a way that you can test.

19 August 20264 fixation4 layout5 questions
Two versions of the portrait with rulers, lines of combination and tone graphs
An honest comparison measures editing, not a spectacular pitch.
An honest demonstration

Comparison should measure editing, not presentation skill

If the "do" is darker, smaller and worse cropped, the result seems stronger regardless of processing quality: An honest pair captures the frame, scale, exposure and way of showing so that the reader sees a real change.

cropscalelightcompression
01 · Substitution of the effect

Four tricks make the improvement stronger than it is

Another crop

The final is bigger, so the face and details are easier to see.

The other brightness

The source is deliberately darkened, and the result receives a pleasant contrast.

Different sharpness of the display

One file is displayed after additional compression or enlargement.

Different posture

Neighboring frames are compared with another expression, light or angle.

This pair can be spectacular advertising, but it doesn't help you understand what the tool did. For a useful article or case, reproducibility is more important.

02 · Geometry

Set three reference points and one size

eyelinerpersonagebase-pointflat-width

For a portrait, it's convenient to match the eyes, chin and hair lines; for a product, the upper and lower points of the body plus the edge of a cover. If the task itself changes geometry, save the common canvas and show the scale before changing with a separate thin line.

03 · Tone

Do not eliminate the defect that you are evaluating.

When an article is devoted to restoring exposure, the same brightness will destroy the object of comparison. But if you check for removal or preservation of face, different exposure will interfere. The rule is simple: all parameters are fixed except the one that is the purpose of the experiment.

04 · Filing

Select the layout under the nature of the change

Nearby

Better for shape, color and overall impression. Both versions are visible in their entirety.

Same crops

Suitable for face, hands, text and small artifacts.

Overlay

It shows geometry drift if transparency does not hide details.

Interactive separator

Convenient only when the images are perfectly combined and really form a pair.

05 · Publication

Five questions before placing the case

  1. 1

    Are both versions taken from the same source frame?

  2. 2

    The object occupies the same area?

  3. 3

    Does the difference in light relate to the task, not the design?

  4. 4

    Is compression and resolution comparable?

  5. 5

    Does the caption say exactly what has been changed?

For the series

Show not only the best example.

One successful shot demonstrates opportunity, but not stability. For an honest experiment, add a few typical source codes and specify the same criteria for success in advance.

You don't have to publish the entire array. It's enough to show a good, average and troubled case by explaining why the latter required another attempt or proved unusable.

Outcome

Honest before and after boosts trust more than loud effect

The reader can self-check the result and understand the limits of the tool, which is more useful for choosing a product and evaluating your own frame.