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Fashion editorial culling: the first pass with an art director

Osmel Contreras · Founder, Kepla · August 12, 2026 · 9 min read
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Culling & AI

On a fashion job the first pass is not a private taste test. It answers a brief, a layout and a person with authority to approve. This is how to organize that pass so the coverage is provable, the garments hold up at full size, and the review takes one meeting instead of three rounds of email.

01 · WHO DECIDES

The first pass is not a private taste test

A fashion contact sheet is full of good photographs that fail the job. The dress disappears into shadow. The strongest expression happens in a frame with nowhere to put a cover line. A quieter picture nobody argued for turns out to be the only one a designer can build a spread from. None of that is visible if you select the way you select personal work, by looking for the frames you like most.

An editorial or campaign selection has three inputs ahead of taste: the brief, the layout, and someone with authority to approve. Usually that is the art director, and involving them is not the same thing as handing selection to a client. A couple asked to pick from raw wedding frames is being given a job they are not equipped to do, which is the case we make in should clients help cull their own photos. An art director is a trained collaborator who owns the layout and often the budget, and bringing them in early makes both the edit and the approval faster.

What that changes is the purpose of your first pass. You are not delivering favorites. You are delivering a set that proves the brief was covered, organized so that someone who was not on set can move through it and decide.

02 · THE BRIEF

Turn the brief into the criteria you select against

Before you open the shoot, put the approved mood board, the shot list, the layout roughs and the usage terms where you can see them. Mark the non negotiables: full look images, beauty coverage, garment detail, a landscape crop, a hero vertical, negative space for type, and anything the retailer or sponsor has contracted for. A frame is not a master because it is dramatic. It is a master because it answers one of those.

Then turn that list into labels or collections rather than star ratings. A star tells a reviewer how much you liked something. A label tells them what it is for. Something like HERO, FULL LOOK, BEAUTY, DETAIL, LAYOUT SAFE and ALT EXPRESSION covers most jobs, and why labels beat stars once more than one person is looking is set out in using color labels when you cull.

Keep the call sheet and the look order beside you. If a garment was shot in two colorways, the preferred one is rarely obvious from thumbnails, and getting styling facts right is part of selecting rather than a detail for later. Where the stylist left notes, read them before you judge anything. They may know that a seam has to face camera, or that an accessory is contractually required in frame.

03 · COVERAGE

Coverage first, favorites second

Group the captures by look, then by lighting setup and location. Inside each group make one quick technical pass, setting aside soft frames, flash misses, blinks and any frame where the construction of the garment is hidden. Only then start choosing. Pick favorites across the whole shoot first and you end up with five wonderful close ups of one look and no full length frame for the opening spread.

For each look, work toward a small set where every option solves a different problem.

LabelWhat the frame has to proveRoughly how many per look
HeroMood and silhouette, the picture the story could open onOne, two if the direction is genuinely undecided
Full lookProportion and styling, the garment legible head to toeOne
BeautyUsable hair, makeup and expression, close enough to readOne
DetailFabric, hardware, a piece of the constructionOne when the story calls for it
Layout safeClean space where type or a product panel can sitOne
Alt expressionA different mood or gaze, same coverage as the heroOne

This is not a delivery quota. It is a gap detector. If the only full length candidate for a look is soft at the hem, you want to know while the studio is still booked, not after the client has assumed the coverage exists. Say it out loud at the first pass instead of hoping the frame holds up at print size.

04 · THE CLOTHES

Check the clothes as hard as you check the face

The most expensive habit in fashion selecting is choosing on expression and discovering the garment problems in retouching. Once a look is down to a few candidates, go to full magnification and read the clothing: collar, cuffs, hem, closures, fabric pulls, lint, the orientation of jewelry, whether the shoe is visible enough for the purpose. A sleeve can be sculptural in one frame and collapsed in the next while the face barely changes, and that is a bigger difference than it looks in a thumbnail.

Then step back and read the relationship between the body and the clothes. Does the pose show the shape of the jacket? Does a belt vanish behind a hand? An editorial can be abstract, but if the job is a lookbook or a retail campaign the garment has to stay legible, which is closer to the way catalogue work gets checked against a spec than most photographers expect. That discipline is worth borrowing from culling product photography.

A photographer's eye and a stylist's eye catch different problems. If the stylist is still available while you select, ten minutes of their time here costs far less than a retouch note later, or a reshoot.

05 · EXPRESSION

Expression that serves the story, not the prettiest face

A strong beauty frame can pull a story off course. Compare gaze, gesture and mood against what the concept actually says. A hard, direct stare belongs to severe tailoring and fights a sunlit resort collection, however good it is in isolation. The question is not which face is most flattering. It is which one moves the story where it was meant to go.

When the model is moving, the best pose usually sits between the conventional ones. Watch the hands, the fingers, the fall of the fabric and the hair as one shape. Lightroom Classic's Survey view or Capture One's multi view lets you hold a short motion sequence side by side instead of judging it from memory, one frame at a time. Keep one clean movement frame per sequence rather than a run of near identical files where the dress swings the same way.

Write down why a frame survived

On a client facing edit, a short annotation is worth more than a rating. Cover option. Strong trench silhouette. Space for copy on the left. Notes like those stop the review turning into a debate about preference, and they let an art director scan your first pass without reverse engineering your thinking from stars.

06 · LAYOUT TEST

Run a layout test before anyone approves anything

A fashion image changes when type lands on it. Export low resolution proofs at the intended ratio, drop them into rough layout boxes, and check whether a headline would collide with a hand, an earring, or the part of the garment the frame is about. This is the step that most often promotes a quiet frame nobody championed into the actual hero.

Do not judge everything at one crop, either. A cover may need vertical extension, a banner may need room on one side, a retailer may crop square without asking. Check that the crop the layout needs still leaves the model and the garment in a convincing proportion, and keep the masters at full resolution so the option stays open. The wider craft of choosing for a printed page rather than a screen carries across from how album selection differs from gallery selection.

This matters most when the art director is not in the room. A numbered proof set or a web gallery organized by look gives remote reviewers one stable thing to comment on, instead of a stream of screenshots taken on four devices with four different screens.

07 · WHAT MACHINES SEE

What automatic selection can judge here, and what it cannot

Automatic tools handle the mechanical layer of a fashion card well, and that layer eats the most time. Adobe's Assisted Culling in Lightroom scores subject focus, eye focus and eyes open, rejects exposure problems and misfires, and Adobe describes it as optimized for portraits and headshots, which is nearer to this work than to most genres. Imagen's culling detects blur, closed eyes and blinks, and groups subjects and duplicates using face recognition.

None of that knows what the garment is supposed to do. It cannot see that a hem has collapsed, that the jacket reads a size too big in this pose, that the left third has to stay empty for a cover line, or that the mood contradicts a brief it has never read. Treat the output as a first sort of a long take, never as a shortlist you put in front of a client. The general shape of those blind spots is in what AI culling misses.

Where Kepla fits

Our picking app for iPhone, iPad and Mac is still being built, so treat this as our intent rather than a tool you can bring to a shoot next week. It picks, and it never deletes, moves or renames anything. Every frame it did not pick stays in place, one tap away, which is the only sane arrangement on a job where a designer may need an alternate crop three weeks after everyone agreed on the hero. Our booking page is live and free today.

08 · THE HANDOFF

The review, the retouch list, and the continuity audit

Keep the first pass review small: photographer, art director, and whoever on the brand side can actually approve. Start with the brief, show the selection in look order, and settle the required images before anyone debates a personal favorite. Capture decisions live, in the contact sheet or a shared document, so the retoucher receives one direction rather than three recollections of a meeting.

Resist showing every technically usable frame. A wall of options moves the burden onto the client and dilutes your point of view, while a curated set is itself evidence that you protected the brief. Holding that line is part of having a stated standard for your own work, which we argue for in why every photographer needs an editorial standard.

Approval selects are not retouch selects

Once favorites are marked, build a separate retouch list carrying the chosen crop, the intended use, the deadline and the specific work each frame needs: clean the flyaways, keep the fabric texture, take out the label mark. That is a brief. A five star rating is not. Keep a few technically solid alternates alive until layouts are locked, because a late design change is cheap when the alternate still exists and expensive when it does not, which is one more argument for the position we take in should you keep rejected RAW files.

Audit continuity before you send

Last, view the selects in the order a reader will meet them and check what moves between frames: hair, makeup intensity, accessories, nail color, layers, the position of props. A deliberate change is fine and should be labeled as one. An accidental change makes a story look assembled from two different days. The same pass catches sameness: three consecutive frames at the same camera height with the same head turn should become one frame plus a wider or closer alternative. Editorial rhythm is built during selection, not rescued in page design.

09 · COMMON QUESTIONS

FAQ

How many first pass options should I show an art director?

Enough to cover every required image type and any meaningful alternate direction, which on most jobs means a handful per key setup rather than every usable exposure. Each option should solve a different problem: the hero, the full length, the beauty frame, the layout safe crop. If two options solve the same problem, one of them is padding and should not be in the review.

Should the model help choose photos from the shoot?

Models often notice posing and continuity problems nobody else catches, so their input is worth having. Final authority is a separate question, and it should be agreed in writing before the shoot rather than negotiated afterward. On an editorial or a campaign the photographer and art director normally lead the edit, with the client approving.

Is AI culling useful for fashion shoots?

For the mechanical layer, yes. It finds soft frames, blinks and near duplicates quickly, and most tools in this category are tuned for portraits, which suits this work better than it suits sports or wildlife. It does not understand garment construction, styling intent, layout constraints or the story, so use it to shorten a long take and make the selection yourself.

What is the difference between approval selects and retouch selects?

Approval selects are the frames the art director signed off. Retouch selects are a smaller list that carries the chosen crop, the intended use, the deadline and the specific work each image needs. Sending a retoucher a folder of five star files with no instructions produces guesswork, rework and an invoice nobody planned for.

How do I run a first pass for a remote art director?

Give them one stable thing to comment on: a numbered proof set or a web gallery organized by look, in the order the story runs, with a short note on each frame explaining why it survived. Agree in advance where comments live, so approvals do not end up scattered across email, messages and screenshots from three different devices.

Should I show a fashion client every usable frame?

No. A wall of options hands the decision back to you in slow motion and weakens your point of view. Show a curated set that proves the brief is covered, keep the alternates alive in case a layout changes, and say plainly that more frames exist. A tight edit reads as confidence rather than as withholding.

FOUNDING COHORT · 100 SEATS

Start the review from a short list, not a full card.

Kepla for Mac clears the obvious misses from a card, names the reason on every frame it sets aside, and leaves the choosing to you. Nothing is ever deleted, moved or renamed. Free through the private preview · the first hundred photographers keep it at $99 a year.

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