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  AI Photo Culling for High-Volume Photography

4,000 photos.
Client wants selects
in two hours.

DeepCull is FilterPixel's genre-based AI photo culling mode for Mac and Windows.

DeepCull scores every photo in a shoot across ten criteria, picks the strongest frames, automatically groups each burst, and can export your keepers to edit directly inside the app in a single workflow, or to Lightroom Classic with star ratings applied. It sorts unique and duplicate photos automatically too. It handles up to 5,500 photos per event, and your original RAW files never leave your computer.

3 free projects · up to 1,000 photos per project · no credit card required

Untitled design (8)

Unlike basic AI culling and editing tools that primarily evaluate technical issues such as blur, focus and blinks, DeepCull uses genre-specific AI models to evaluate the context and quality of each photograph. Including expressions, peak action, storytelling moments, creativity, moment timing, narrative clarity and more.

DeepCull currently supports 26+ genres, each with its own 10 scoring criteria, with every selection accompanied by a score and explanation so photographers can understand why an image was selected.

 

Weddings Sports Corporate Events Concerts Dance Vacation / Trip Family Portrait Headshots Wildlife Bird Event Dog Action Photography Nature Photography Customizable Genre — edit the criteria yourself
3 free
projects
to start
5,500
photos per
event supported
10 scores
per photo,
fully transparent
Local RAW
your files never
leave your computer
Specifications

DeepCull at a glance

 

The Genres Available

Untitled design (9)
Best for Conferences, Events, Weddings, Sports, Concerts and High-volume shoots
AI culling Genre-specific AI models
Photos per event Up to 5,500 in DeepCull/project
Larger shoots Run Basic Cull, or DeepCull splits the shoot across multiple projects
Scoring 10 criteria per photo
Selection AI scoring + best-of-burst detection
Target photo count Set the exact number of keepers you need
Output Star ratings and metadata exported to Lightroom Classic
RAW support NEF, CR3/CR2, ARW, RAF, ORF, RW2, DNG and more
Platforms Mac & Windows
Processing Cloud AI scoring — original RAW files stay on your computer
Free trial 3 free projects, up to 1,000 photos each, no time limit
Pricing

Is DeepCull free? What the free trial includes

DeepCull's free trial gives you 3 complete projects, with up to 1,000 photos in each. No credit card is required, and there is no time limit.

The free projects are not feature-limited. You get the full genre-trained AI, all ten scoring criteria, best-of-burst detection, and Lightroom Classic export with star ratings.

Free trial vs the full version Free trial Full version
Projects 3 Unlimited
Photos per project Up to 1,000 Up to 5,500 per event
Genre models All twelve All twelve
Ten scoring criteria ✓ ✓
Best-of-burst detection ✓ ✓
Lightroom Classic export with star ratings ✓ ✓
Time limit None —
Credit card Not required

—

 

DeepCull account screen showing one of three free projects remaining
Speed

Built for photographers who work
against the clock

DeepCull is designed for deadline-driven workflow: import, choose your genre, set your target count, let the AI score, review, and edit inside the app. DeepCull scores the images in minutes, surfaces the strongest photographs and lets you review the AI's decisions before exporting your selects. Same-day delivery becomes possible.

How fast is DeepCull? A 2,000-image shoot is scored in 5 minutes

Manual culling of 2,000 photos typically takes several hours of continuous review. DeepCull scores the same shoot in 5 minutes.

For a typical 1,500–3,000-image conference shoot, DeepCull completes AI scoring in 5 minutes. You then spend approximately 10–15 minutes reviewing the AI's picks before starting to edit.

Workflow stage DeepCull
Import Import your photo folder, or import from Lightroom
AI scoring 2,000 images scored in 5 minutes
Review Approximately 10–15 minutes spot-checking
Editing Begin editing immediately to edit consistently
Capacity Up to 5,500 photos per event
Add-on export options Export star ratings and metadata to Lightroom Classic, Photoshop, Capture One

Processing times vary depending on project size, hardware, connection speed, image format and workflow.

How DeepCull works

Four steps. Minutes, not hours.

 
Step 1

Import

Drop your folder or import from Lightroom.DeepCull supports RAW including NEF, CR3/CR2, ARW, RAF, ORF, RW2 and DNG, plus JPG, HEIC and PSD. Up to 5,500 photos per event, or up to 1,000 per project on the free trial.

 
 
Step 2

Set up

Choose your genre  conferences, sports, concerts, high-volume events and set your target photo count. For example, 2,345 photos → 150 selects. DeepCull uses that target to surface the strongest photographs for delivery.

 
 
Step 3

AI culls

A genre-specific model scores every photograph across 10 criteria, identifies and groups similar frames and picks the strongest from each burst. The ten criteria are specific to your genre.

 
 
Step 4

AI edit

Apply an Expert Profile to edit your selects automatically. AI-trained editing styles apply consistent exposure, white balance and colour across your selections. Review, adjust, and export ready for delivery.

 

Works with Lightroom Classic on Mac and Windows 

 

DeepCull genre selector showing its 12+ photography genre models, with a target select count set to 150 from 2,345 photos
Capacity

What if your shoot is larger than 5,500 photos?

DeepCull's genre models score up to 5,500 photos per event. Larger shoots aren't a dead end — you have two options.

 
Option 1

Split the shoot

 

 
Option 2

Run Basic Cull instead

 FilterPixel's Basic Cull handles larger volumes using technical scoring — blur, focus and blink detection — without the genre-specific editorial analysis.

Note: when used during the trial period, splitting a shoot will consume multiple trial projects.

Privacy

Does DeepCull upload your photos to the cloud?

No. Your original RAW files never leave your computer.

DeepCull uses a hybrid architecture. When you import a shoot, DeepCull generates a low-resolution preview of each image on your own machine. Only those lightweight previews are sent to FilterPixel's cloud for AI scoring. Your full-resolution RAW files stay on your drive the entire time — they are never uploaded, never stored on FilterPixel's servers, and never shared or sold.

This is what makes DeepCull both fast and safe to use on client work. Culling tools that upload full RAW files need you to push tens of gigabytes over venue wifi before you get a single select back. DeepCull sends a fraction of that, so cloud-scale AI scoring finishes in minutes while the images themselves never leave your possession.

DeepCull also never deletes anything. It selects and star-rates your strongest frames for review. Your original files are never touched, moved or removed. The AI is a first pass, not a final decision.

  FilterPixel is GDPR and CCPA compliant
Original RAW files stay on the photographer's computer. Only low-resolution previews are sent to FilterPixel's cloud for AI scoring, and scores with written reasons are returned. How DeepCull processes your shoot Your RAW files never leave your computer Your computer Original RAW files NEF · CR3 · ARW · RAF · DNG up to 5,500 Low-res previews generated here On your machine, before anything is sent A fraction of the original file size RAW files stay here. Always. Low-resolution previews only never the full-resolution originals Scores + written reasons returned to your machine FilterPixel cloud Genre-specific AI scoring 12+ genres, each with its own 10 selection criteria Best-of-burst detection Previews scored, then discarded Never stored on FilterPixel servers Never shared. Never sold. GDPR and CCPA compliant Tools that upload full RAW files push tens of gigabytes over venue wifi before returning a single select. DeepCull sends a fraction of that, so scoring finishes in minutes and the images never leave your possession.
What DeepCull evaluates

AI culling that goes
beyond technical quality.

A photograph can be technically sharp and still not be the photograph you want to deliver. For high-volume event photography, context matters.

DeepCull's genre-specific models are designed to account for those differences.

A great conference photograph

An engaged speaker · a responsive audience · clear brand visibility · a strong moment · clean framing

A great sports photograph

Peak action · subject sharpness · athlete expression · strong timing

Transparent scoring

Ten criteria. One transparent decision.

DeepCull evaluates every photograph across 10 criteria tailored to your photography genre. The criteria and their importance change depending on what matters most for the type of shoot — because a strong sports photograph is judged differently from a conference, concert, or high-volume event photograph.

Each image receives individual scores across these 10 criteria, rather than a single unexplained AI score. DeepCull also provides plain-language reasons for its decisions.

Speaker engaged with audience Sharp on subject Brand-safe framing Best of burst

This gives you a transparent view of why a photograph was selected and what the AI considered important for your genre.

DeepCull detail panel scoring one photo across the ten criteria defined for its genre, with a reason for the selection
DeepCull vs basic AI photo culling

Technical problems aren't
the whole picture.

Basic AI culling identifies technical faults — blur, focus issues, blinks. It answers “is this photo broken?” DeepCull answers a harder question: “is this the photo you'd choose?” It adds genre and context to the selection process, then tells you why it picked what it picked.

Capability Basic AI culling DeepCull
Blur detection ✓ ✓
Focus / technical quality ✓ ✓
Blink detection ✓ ✓
Genre-specific intelligence — ✓
Moment quality — ✓
Peak action — ✓
Narrative context — ✓
Best-of-burst selection — ✓
Ten scoring criteria — ✓
Score + reason — ✓
Target photo count — ✓
Genre intelligence

Different genres. Different definitions of great.

Different types of photography require different definitions of a “great” photograph. A strong sports image isn't judged the same way as a conference photo or a concert moment.

DeepCull uses genre-specific AI models to evaluate photographs according to the context in which they were captured. Each of the 12+ supported genres has its own set of 10 scoring criteria and priorities, so the AI can focus on what matters most for that type of shoot.

Conferences & corporate events

Speaker presence, audience engagement, panel moments, brand-safe framing and meaningful storytelling.

Sports photography

Peak action, athlete expression, motion sharpness, decisive moments and maximum-effort plays.

Concerts & live events

Stage lighting, artist energy, crowd reactions, performance moments and compelling compositions.

High-volume events

Consistent selections across large photo sets, strong storytelling, duplicate detection and fast turnaround for deadline-driven delivery.

Conference photography pair showing the frame DeepCull selected beside a near-miss, illustrating speaker presence and audience engagement
Sports photography pair showing the frame DeepCull selected beside a near-miss, illustrating peak action and subject sharpness
High-volume event photography pair showing the frame DeepCull selected beside a near-duplicate
Concert photography pair showing the frame DeepCull selected beside a near-miss, illustrating stage lighting and artist energy
Audience

Who is DeepCull for?

DeepCull is built for photographers who can't afford to spend hours manually reviewing every frame.

Conference photographers

You need selects ready for marketing teams while the event is still fresh.

Sports photographers

You return with thousands of action frames and need the strongest moments quickly.

Event photographers

Your client needs a gallery while the event is still being discussed online.

Concert photographers

You need the strongest performance and crowd moments from a high-volume shoot.

High-volume photographers

You regularly shoot thousands of photographs and need a repeatable way to reduce them to a manageable set.

Who might not need DeepCull?

DeepCull is designed around high-volume, deadline-driven workflows. If you only shoot a few hundred images per project, or prefer to make every selection entirely manually, a dedicated AI culling workflow may not add as much value.

If your primary workflow is wedding photography, compare DeepCull with wedding-focused culling tools to determine which genre model best fits your work.

And if you need to cull with no internet connection at all, DeepCull isn't the right fit — AI scoring runs in the cloud, so a connection is required.

FilterPixel vs Aftershoot vs Narrative Select vs Photo Mechanic

Different tools are designed
around different workflows.

Aftershoot and Narrative Select are built primarily for wedding and portrait photographers working large, face-forward galleries with a predictable structure. Photo Mechanic is a manual browser — extremely fast at loading and flagging frames, but every selection decision is still yours, one frame at a time. FilterPixel automates the selection itself for conference, sports, concert and high-volume event work, and attaches a score and a reason to every pick.

Capability FilterPixel Aftershoot Narrative Select Photo Mechanic
Conference / event genre model ✓ — — —
Sports & concert models ✓ — — —
Score and AI Analysis for every photo ✓ — — —
Automated AI selection ✓ ✓ ✓ —
Exact target photo count ✓ — — —
Lightroom Classic export ✓ ✓ ✓ ✓
Free trial with no time limit ✓ — — —
 
Burst sequences

Don't choose between 15
nearly identical frames manually.

Burst detection is part of FilterPixel DeepCull's scoring workflow. The AI identifies groups of near-identical photographs, evaluates every frame in the group and surfaces the strongest image. Selected photographs are marked Keepers, so you can quickly understand why one frame was chosen over similar alternatives.

DeepCull burst detection grouping eight near-identical frames and marking the strongest as Best of Burst
Your files

Does DeepCull delete your photos?

No. DeepCull does not delete your original photographs.

It selects and star/colour rates or tags your images so you can review the AI's choices before exporting them to continue editing. Your original files remain under your control, on your own machine.

DeepCull and Lightroom

Designed to fit the workflow
photographers already use.

FilterPixel's DeepCull exports selected photographs with star ratings and metadata, so you can open Lightroom Classic, filter by the relevant star rating and continue with your normal editing workflow. Works with Lightroom Classic on Mac & Windows.

Lightroom Classic library filtered by star rating, showing selects exported from DeepCull with ratings applied
Compatibility

What file formats does DeepCull support?

DeepCull supports major RAW formats including NEF (Nikon), CR3 / CR2 (Canon), ARW (Sony), RAF (Fujifilm), ORF (Olympus), RW2 (Panasonic) and DNG. It also supports HEIC, PSD and JPG.

NEFCR3 / CR2ARW RAFORFRW2 DNGHEICPSDJPG

DeepCull runs on macOS and Windows.

Free trial

Start with 3 free projects

Free projects 3
Photos per free project Up to 1,000
Time limit None — the trial ends when you've used your three projects
Credit card Not required
Social proof

Photographers using DeepCull

FilterPixel is used by 50,000+ photographers worldwide and rated 4.8/5 by 173 professionals. FilterPixel has been featured by Wedding, PetaPixel and the Portrait System.

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“

FilterPixel has completely transformed my workflow as a photographer. What used to take me hours—sometimes even days—can now be done in a fraction of the time.

The culling is surprisingly accurate, especially for events and large shoots. It does a great job identifying sharp images, removing duplicates, and flagging the best moments. Of course, I still do a quick final pass, but it cuts down my workload massively.

What impressed me the most is the AI editing. After training it with my style, the results were incredibly consistent and close to what I would normally deliver. It’s not just a generic preset—it actually adapts to your look.

The interface is clean, fast, and easy to integrate into my existing workflow with Lightroom. No steep learning curve, which is a huge plus.

Overall, FilterPixel is a must-have tool for photographers who want to save time without sacrificing quality. Highly recommended!

”

Wendell Alves

Brazil

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“

I’ve used FilterPixel, Narrative, Imagen and Aftershoot, for sports photography, FilterPixel stands out. The deep culling does a great job identifying key moments — especially shots with the ball, clear faces, and real action — which is exactly what you need for sports.

Being able to easily pick the top X number of photos is a feature I have been wanting forever, and it makes the workflow much more efficient now that I have it. Definitely worth trying if you shoot sports. The only thing that can make it better if I can group by players to pick the best.

”

Christina Egerman

United States

FAQ

Frequently asked questions

DeepCull is FilterPixel's genre-based AI photo culling software for Mac and Windows. It evaluates photographs using genre-specific models designed for conferences, events, sports and concerts, scores each image across ten criteria, and provides a reason for every selection. It handles up to 5,500 photos per event and exports selects to Lightroom Classic with star ratings.

FilterPixel's free trial includes 3 complete DeepCull projects with up to 1,000 photos in each. No credit card is required, and there is no time limit — the trial ends when you have used your three projects rather than after a countdown. The free projects include the full feature set: all twelve genre models, all ten scoring criteria, burst detection, and AI editing and Lightroom Classic export with star ratings.

Up to 1,000 photos in each of your 3 free projects.

DeepCull's genre models score up to 5,500 photos per event. For larger shoots you can run FilterPixel's Basic Cull, which handles higher volumes using technical scoring, or DeepCull will split the shoot across multiple projects and score each one.

You have two options. Run Basic Cull, which handles larger volumes using blur, focus and blink detection without the genre-specific editorial analysis. Or stay in DeepCull, and it will automatically divide the shoot into multiple projects and score each one.

Your original RAW files never leave your computer. DeepCull generates a low-resolution preview of each image on your own machine and sends only those previews to FilterPixel's cloud for AI scoring. Your full-resolution originals are never uploaded, never stored on FilterPixel's servers, and never shared or sold. FilterPixel is GDPR and CCPA compliant.

No. AI scoring runs in FilterPixel's cloud, so an internet connection is required. What does not require a connection is your photo library — only low-resolution previews are transmitted, never your original RAW files.

No. DeepCull selects and star-rates photographs for review. Your original photographs are never deleted, moved or altered.

Aftershoot, Narrative Select and Imagen are built primarily for wedding and portrait photographers. FilterPixel is designed around genre-specific culling for high-volume, deadline-driven photography — weddings, conferences, sports, concerts and live events. It uses separate models per genre, scores every photo across ten criteria and includes burst detection. The best culling tool depends on your genre, image volume, delivery requirements and editing workflow.

Photo Mechanic is a manual browser built for speed of ingestion — it loads frames very fast, but every selection decision is still made by you. FilterPixel's DeepCull mode automates the selection itself: it scores every photo, picks the best frame from each burst, and hands you a ranked set to approve. Photo Mechanic makes manual culling faster; DeepCull removes most of the manual culling.

For a typical shoot of 2,000 images, FilterPixel completes AI scoring in 5 minutes. You then spend approximately 10–15 minutes reviewing the AI's picks before exporting the selections to Lightroom. Actual processing time varies by project size, hardware, connection speed and workflow.

FilterPixel evaluates photographs across ten criteria, depending on the genre.

FilterPixel identifies groups of near-identical frames, scores every photograph in the group and surfaces the strongest image using its burst selection.

Yes. FilterPixel exports selected photographs with star ratings so they can be filtered and edited in Lightroom Classic, on Mac and Windows.

Yes. FilterPixel runs on both macOS and Windows and integrates with Lightroom Classic on both platforms. Star ratings and selects export identically on either operating system.

DeepCull supports major RAW formats including NEF, CR3/CR2, ARW, RAF, ORF, RW2 and DNG, along with JPG, HEIC and PSD.

The alternative

The traditional workflow,
if you don't change anything

6:00 PM

Conference wraps

2,345 photos. Client needs 150 selects tonight.

9:30 PM

Still culling

Thousands of images reviewed manually. Eye fatigue sets in and consistency becomes harder to maintain.

11:00 PM

The deadline has passed

The client needed the content now, not tomorrow.

Missed delivery
Get started

Ready to see what
DeepCull can do?

Turn thousands of photographs into selects in minutes.

Your client doesn't want to know how many photographs you shot. They want the right photographs, delivered on time.

DeepCull takes you from 4,000 photos → your strongest selects → Lightroom → delivery, without spending your entire evening manually reviewing every frame.

3 free projects · up to 1,000 photos per project · no time limit · no credit card required