Home · Blog · Culling & AI

What is photo culling? The words, defined

Osmel Contreras · Founder, Kepla · August 12, 2026 · 8 min read
A duplicate frame, kept on disk
Culling & AI

Someone in a Facebook group tells you to cull before you edit. A software page promises a smarter first pass. A second shooter asks what your keeper rate is. None of it is explained anywhere, because everyone assumes you already know. This page is the glossary: what culling is, what each word means, and which ones people use to mean two different things.

01 · THE WORD

Culling, in one sentence

Culling is the pass a photographer makes over everything they shot, deciding which frames go forward to editing and which ones stay in the archive. That is the whole idea. It sits after the shoot and before any color work, and on a big job it is the difference between a gallery that reads like a story and a gallery that reads like a contact sheet.

The word is older than photography and has nothing to do with cameras. It shares a root with collect, and it means to pick out from a larger group. Farmers cull herds. Editors cull submissions. In every case the job is the same: too many things, not all of them wanted, someone has to choose.

That farming sense is also why the word makes some photographers flinch. In agriculture, culling means something final. In photography it does not have to, and on a modern workflow it almost never should. Choosing a frame and destroying a file are two separate acts, and most of the confusion beginners have with this topic comes from the word quietly implying they are the same one.

Why we say picks

You will see us write picks, selects and shortlist far more often than cull. It is not squeamishness. Kepla marks which photos it picked and nothing else: every original file stays exactly where you put it, and anything it did not pick is one tap away. The vocabulary follows the behavior, and we think it should on your drive too.

02 · THE VOCABULARY

Every word you will hear, defined

This is the list. If you have read a software feature page or a workflow thread and felt like everyone else got a handout you missed, this is the handout.

TermWhat it means
Cull (verb)To go through a shoot and decide what moves forward. "I still have Saturday to cull."
Cull (noun)The pass itself. "The first cull took two hours."
Pick, select, keeperA frame you have chosen to take forward. Three words, one meaning.
RejectA frame you have decided not to take forward. It is a label, not an instruction to the hard drive.
FlagA one bit mark on a photo: picked or not picked. Lightroom's pick flag is the common example.
Star ratingA one to five scale, used to grade quality rather than simply filter it.
Color labelA tag for purpose rather than quality. Red for retouching, yellow for the album, green for the blog.
First passThe fast run that separates usable frames from unusable ones. No taste required.
Second passThe slower run where you compare frames of the same moment and choose the strongest one.
BurstA run of frames from one press of the shutter. Six versions of the same laugh.
Near-duplicateTwo frames similar enough that only one of them belongs in a gallery.
Keeper ratePicks divided by frames shot, written as a percentage.
IngestCopying files off the card, renaming and backing up, before any culling starts.
ShortlistWhat you have when the passes are done: the set that goes to editing.
DeliverablesThe finished edited images the client actually receives.

One warning about grammar, because it causes real arguments. "I culled 2,000 photos" means two opposite things depending on who says it. Some photographers mean they reviewed 2,000 frames. Others mean 2,000 frames did not survive. If someone quotes you a number, ask which one they meant before you compare it to yours.

03 · THE NEIGHBORS

Culling, editing, retouching, selecting: four different jobs

These four get used interchangeably in conversation and they are not the same work at all. Keeping them apart is most of what makes the rest of the vocabulary click into place.

Culling

Deciding which frames go forward. It is a filtering job. Nothing about the photos changes, only which ones have your attention.

Editing

Making the picked frames look right: exposure, white balance, contrast, crop. Confusingly, in journalism "editing" has historically meant the picking part, which is why an older photographer may use the word for something you would call culling.

Retouching

Work inside the frame on individual images: skin, stray hairs, a bin in the background. Slow, per image, and usually charged separately, which is worth knowing before you quote a job.

Selection

Confusing, because it means two things. When you do it, selecting is culling. When your client does it, choosing favorites from a delivered gallery for an album or prints, that is client selection, a completely different job with a completely different set of problems. The difference is laid out in album selection versus gallery selection.

04 · KEEPER RATE

Keeper rate, the number the vocabulary hangs on

Keeper rate is the one piece of jargon worth being able to calculate on the spot, because it is how photographers compare workloads without describing an entire job.

It is picks divided by frames shot. Shoot 3,000 frames at a wedding, take 600 forward, and your keeper rate is 20 percent. That is it.

For scale: a full wedding day typically produces 2,000 to 4,000 RAW frames, and photographers typically deliver 400 to 800 finished images. So a normal keeper rate on that kind of job lands somewhere between a tenth and a third of everything shot. A portrait session runs higher, because you shoot less and almost everything is deliberate. Sports and event work runs much lower, because the technique is to shoot through the moment and sort it out later.

The useful part is not the number itself, it is the trend. Your keeper rate compared to another photographer's tells you almost nothing, since you shoot differently, at different jobs, for different clients. Your keeper rate this season compared to last season tells you a great deal: whether you are getting more decisive, whether you are shooting more frames to feel safe, whether a new camera quietly changed your habits.

The reason any of this earns airtime: a UK survey of more than 300 wedding photographers, reported by PetaPixel, found culling took 11 percent of working time against 4 percent spent actually shooting. That survey ran in 2020, before the current generation of tools, so treat it as a picture of the manual job. It is still the clearest illustration of why a word this obscure has this much software built around it.

05 · THE TWO PASSES

First pass, second pass: why the job is split in two

Almost every culling method you will read describes at least two passes. The reason is not tradition, it is that the two passes ask genuinely different questions and mixing them is what makes an evening disappear.

The first pass asks: is this frame usable? Focus landed on the subject, eyes are open, nothing is fatally blurred, something readable is happening. It is a mechanical question with a yes or no answer, and you can move quickly because no taste is involved.

The second pass asks: of these six frames of the same moment, which one? That is a comparison, it is slower, and it is the part of the job that is actually yours. It is also where a slightly soft frame with the right expression can beat a perfect frame with the wrong one.

Some photographers add a third pass over the shortlist before editing begins, to catch the frames that only look strong next to the ones they beat. Whether you need that depends on the job and on how tired you were during pass two.

That is the shape of it, not the method. For the full workflow, ratios, where in the process to do each pass and the mistakes that cost the most, go to the complete guide to photo culling. It is the how-to; this page is the dictionary.

06 · MARKS

Flags, stars and colors: how a decision gets recorded

Deciding is one thing. Writing the decision down somewhere your software understands is another, and there are three conventions.

Flags are binary: picked or not. One keystroke, one question, and they are what most fast workflows run on.

Stars are a one to five scale. They let you grade, which sounds better and is usually slower, because every frame now needs five possible answers instead of one. There is a good use for them, but it is not the first pass. The full argument, including the exception, is in star ratings versus flags.

Color labels mark purpose, not quality. Once you have your shortlist, colors are how you separate the album frames from the ones the client asked to be retouched from the three you want for Instagram.

One thing every one of these has in common is worth saying out loud, because beginners rarely realize it: none of them touch the file. A flag, a star and a color label are notes in a catalog. The photos not marked are exactly where they were. What to actually do with that pile is a real question with a real answer, and we wrote it up in what to do with the photos you don't pick.

07 · SOFTWARE WORDS

The same words on a software feature list

Once you start shopping, the vocabulary shifts again. Here is what the marketing terms are pointing at.

AI culling means the software makes a proposed first pass and hands it to you to approve. It is an assistant, not a decision maker, and the honest version of what these models can and cannot see is in AI culling explained simply.

Blur and blink detection is the mechanical part of that first pass: focus checks and closed eyes. Duplicate or burst grouping stacks the six frames of one moment together so you compare them side by side instead of finding them scattered through a timeline, which is the single biggest speed gain in most tools. There is more on how that grouping works in how duplicate detection works.

Non-destructive is the important one and it is easy to skim past. It means the tool records decisions without altering your files. Some tools instead move unpicked frames into a rejects folder, which is a defensible design, but it is a different promise and you should know which one you bought before you run it on a client's wedding.

Local versus cloud tells you where the work happens. Local means your own machine does the analysis. Cloud means your images upload first, which on a wedding sized shoot is a real amount of time on a real internet connection.

That is the whole vocabulary. If you have not done this on a real job yet, the next thing to read is photo culling for beginners, which walks through your first five shoots and what changes between them. And while you are setting up how you work, our booking page is live and free today, so at least the part before the shoot is handled.

08 · COMMON QUESTIONS

FAQ

What does culling mean in photography?

Culling is the pass where a photographer reviews everything they shot and decides which frames go forward to editing. It happens after the shoot and before any color work. The word comes from the same root as collect and simply means picking out from a larger group. In a modern workflow it is a labeling job: you mark which photos you chose, and the rest stay in the archive.

What is the difference between culling and editing?

Culling is choosing which photos go forward. Editing is making the chosen ones look right, with exposure, white balance, contrast and cropping. Culling changes nothing about a photo, only your attention. One caution: in journalism, editing has traditionally meant the picking part, so an experienced photographer may use the word for what you would call culling.

What is a keeper rate?

Keeper rate is the share of frames you take forward, calculated as picks divided by frames shot. Shoot 3,000 frames and pick 600 and your keeper rate is 20 percent. Wedding work typically lands between a tenth and a third, portraits higher, sports lower. It is most useful compared against your own past shoots rather than against another photographer's.

What is the difference between a first pass and a second pass?

The first pass is mechanical: it separates usable frames from unusable ones by checking focus, open eyes and obvious blur. The second pass is comparative: of the several frames of the same moment, you choose the strongest. Splitting them matters because they are different kinds of decision, and trying to make both at once is what makes culling take all night.

Do you have to get rid of the photos you did not pick?

No, and most working photographers do not. Flags, stars and color labels are notes in a catalog, not instructions to your hard drive, so unpicked frames stay exactly where they are. Keeping them is cheap insurance: clients ask for a moment you skipped, albums need one more frame, and a decision made at 1 AM is not always the one you would make rested.

FOUNDING COHORT · 100 SEATS

Never sort photos at 1 AM again.

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.

Request Founding Access
KEEP READING