AI Photo Culling Guide
Save 4+ hours per event with automated photo selection.
Last Updated: February 23, 2026
What is AI Photo Culling?
AI Photo Culling automatically analyzes your photos and identifies the best shots based on:
- Technical quality: Focus, exposure, composition
- Facial expressions: Smiles, eyes open, natural poses
- Burst sequences: Finds best frame from continuous shooting
- Action moments: Peak action in sports photography
- Duplicate detection: Flags near-identical shots
Time Savings: Reduce culling time from 4-6 hours down to 30 minutes per event.
Who Should Use This?
Best For:
- Wedding photographers: 500-1500 photos per wedding
- Sports photographers: 200-500 photos per game
- Event photographers: Large photo sets requiring selection
- Portrait photographers: Sorting through multiple poses/expressions
Pro Subscription Required: AI Photo Culling is a Pro feature ($29/month)
How It Works
Step 1: Upload Photos
- Create a new gallery (or use existing)
- Upload all photos from your event
- Upload 500+ photos at once
- No need to pre-sort or organize
- Wait for upload to complete
Step 2: Run AI Culling
- Open your gallery
- Click "Workflow" in top menu → Photo Culling
- Choose culling mode:
- Aggressive: Keep 20-30% (best shots only)
- Moderate: Keep 40-50% (good shots)
- Conservative: Keep 60-70% (remove only obvious rejects)
- Click "Start AI Culling"
Processing Time:
- 100 photos: ~2 minutes
- 500 photos: ~8-10 minutes
- 1000 photos: ~15-20 minutes
Step 3: Review Results
AI Culling creates 3 automatic categories:
- ⭐ Keep (Green): Best shots - ready to deliver
- ⚠️ Review (Yellow): Borderline - review manually
- ❌ Reject (Red): Low quality or duplicates - consider deleting
How to review:
- Start with "Review" category (yellow)
- Click through photos
- Move keepers to "Keep"
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Move rejects to "Reject"
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Quick-check "Keep" category (green)
- Verify AI choices look good
-
Most will be correct, but double-check
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Optional: Check "Reject" category (red)
- Make sure no good shots were missed
- Usually accurate, but scan quickly
Step 4: Export Final Selection
Option A: Delete Rejected Photos
- Click "Rejected" category filter
- Click "Select All" → "Delete Selected"
- Confirm deletion
Result: Gallery now contains only your best shots.
Option B: Create Separate Gallery
- Click "Keep" category filter
- Click "Select All" → "Copy to Gallery"
- Create new gallery (e.g., "Sarah Wedding - Finals")
- Original gallery keeps all photos (backup)
Understanding AI Decisions
Technical Quality Scoring
What AI checks:
- ✅ Sharpness: In-focus subjects
- ✅ Exposure: Properly exposed (not too dark/bright)
- ✅ Composition: Rule of thirds, leading lines
- ✅ Color balance: Natural white balance
- ✅ Noise levels: Clean images at higher ISOs
Example:
- Photo A: Sharp, well-exposed, good composition → Keep
- Photo B: Slightly blurry, overexposed → Reject
Facial Expression Analysis
What AI detects:
- ✅ Genuine smiles (eyes + mouth)
- ✅ Eyes open (not blinking)
- ✅ Natural expressions (not awkward mid-talk)
- ✅ Looking at camera (when appropriate)
Example:
- Photo A: Subject smiling, eyes open → Keep
- Photo B: Eyes closed (blinking) → Reject
- Photo C: Caught mid-word (awkward) → Review
Burst Sequence Handling
When you shoot 10 photos in rapid succession (burst mode):
AI finds:
- Best expression from sequence
- Sharpest frame
- Most natural pose
Marks:
- 1 photo: Keep (best of burst)
- 9 photos: Reject (duplicates)
Manual override: You can still mark rejected burst photos as "Keep" if you prefer a different frame.
Duplicate Detection
What counts as duplicate:
- Photos taken within 1 second
- Same composition, slightly different pose
- Near-identical framing
AI behavior:
- Keeps best quality version
- Marks duplicates as "Reject"
Example:
- 3 photos of same pose, 1 second apart
- AI keeps sharpest one, rejects other 2
Sport-Specific Culling
Action Moment Detection
For sports photography, AI also detects:
- ⚽ Ball contact (kick, throw, catch)
- 🏀 Jump apex (peak of jump)
- 🏃 Dynamic motion (sprinting, sliding)
- 🤾 Key plays (scoring moments, saves)
Result: Action shots automatically marked "Keep", warm-ups/downtime marked "Review" or "Reject"
Jersey Number Recognition
If enabled, AI can:
- Detect jersey numbers
- Group photos by player
- Prioritize action shots of key players
How to enable:
1. Go to AI Tools → Subject Detection
2. Toggle "Detect Jersey Numbers" to ON
3. Run AI Culling
Wedding-Specific Culling
Key Moments Priority
AI recognizes wedding moments:
- 💍 First look
- 💐 Bouquet toss
- 🎂 Cake cutting
- 💃 First dance
- 👰 Bride getting ready
- 🤵 Groom prep
Result: Key moments automatically marked "Keep"
Ceremony vs Reception
AI understands event flow:
- Ceremony: Higher keep rate (every moment counts)
- Reception: More aggressive culling (lots of dancing duplicates)
Tips for Best Results
Before You Upload
- Upload RAW + JPG: AI works on JPG, but keep RAW for editing
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Currently JPG only, RAW support coming soon
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Don't pre-cull: Upload everything, let AI do the work
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AI learns from full set (including rejects)
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Organize by event: One gallery per event
- Better AI context for decision-making
Setting Culling Aggressiveness
Aggressive (20-30% keep rate):
- Best for: Large events (1000+ photos)
- Goal: Deliver only absolute best shots
- Example: Wedding with 1500 photos → 300-450 finals
Moderate (40-50% keep rate):
- Best for: Standard events (300-800 photos)
- Goal: Good variety while removing obvious rejects
- Example: Sports game with 500 photos → 200-250 finals
Conservative (60-70% keep rate):
- Best for: Smaller events or when you want more options
- Goal: Remove only clear rejects (blurry, duplicates, blinks)
- Example: Portrait session with 200 photos → 120-140 finals
Manual Overrides
AI is a starting point, not final decision:
- Always review "Review" category (yellow)
- AI is unsure about these
-
Your artistic judgment matters
-
Check artistic choices:
- AI favors technical quality
-
You might prefer slightly blurry shot with better emotion
-
Override freely:
- Click photo → Change category (Keep/Review/Reject)
- AI suggestions are not locked
Advanced Features
Custom Culling Profiles
Coming Soon: Save custom culling settings per photography type:
- Wedding profile (prioritize emotions)
- Sports profile (prioritize action)
- Portrait profile (prioritize expressions)
Training AI on Your Style
How it works:
- AI learns from your manual overrides
- After 5-10 events, AI adapts to your preferences
- "Keep" rate adjusts to match your typical selection
Example:
- You consistently keep photos AI marked "Review"
- AI learns to be more conservative in future cullings
Workflow Recommendations
Workflow A: Fast Turnaround (Wedding/Event)
- Upload all photos immediately after event
- Run AI Culling (Aggressive mode) while driving home
- Review "Review" category (30 minutes)
- Delete rejects, keep only finals
- Share gallery with client next day
Time: ~1 hour total (vs 4-6 hours manual culling)
Workflow B: Careful Selection (High-End Clients)
- Upload all photos
- Run AI Culling (Conservative mode)
- Review ALL categories carefully (1-2 hours)
- Create separate "Finals" gallery (keep originals as backup)
- Edit best shots in Lightroom
- Upload edited versions to final gallery
Time: ~2-3 hours (vs 6-8 hours without AI)
Workflow C: Sports Team Photography
- Upload game photos
- Enable jersey number detection
- Run AI Culling (Moderate mode)
- Filter by jersey number (one player at a time)
- Select best 5-10 shots per player
- Create individual galleries per player
Time: ~45 minutes for 500 photos (vs 3-4 hours)
Common Questions
Will AI replace my judgment?
No. AI is a tool to speed up the process, not replace your artistic vision.
AI is good at:
- Detecting technical flaws (blur, blinks, bad exposure)
- Finding duplicates in burst sequences
- Spotting action moments
You're still needed for:
- Artistic choices (emotion vs technical perfection)
- Client-specific preferences (some clients love candids)
- Storytelling (keeping variety, not just "best" shots)
Can I undo AI decisions?
Yes! AI categories are just suggestions.
How to undo:
1. Click any photo
2. Change category (Keep/Review/Reject)
3. Changes save automatically
Bulk undo:
1. Select multiple photos (Shift+Click)
2. Click "Move to Keep" or "Move to Review"
What if AI misses a good shot?
Happens occasionally. Check "Reject" category quickly:
- Filter by "Rejected"
- Scroll through (takes 2-3 minutes for 500 photos)
- Rescue any good shots → Move to "Keep"
Tip: Sort by time to spot missing moments in sequence.
Does AI work on edited photos?
Best practice: Run AI on unedited originals
Why:
- AI trained on natural camera images
- Heavy editing can confuse quality scoring
- Run AI first, edit later
If already edited: AI still works, but may be less accurate
Troubleshooting
AI Culling Not Available
Check:
1. Pro subscription active (Settings → Subscription)
2. Gallery has at least 10 photos
3. Photos finished uploading and processing
AI Results Look Wrong
Common issues:
- Too aggressive: Change from Aggressive → Moderate
- Too conservative: Change from Conservative → Moderate
- Missing key moments: Check "Review" and "Reject" categories manually
Fix: Run AI again with different settings:
- Workflow → Photo Culling → Change mode → Re-run
Processing Stuck or Failed
Solutions:
1. Refresh page and check progress
2. If stuck >30 minutes, contact support
3. Check photo formats (only JPG, PNG, HEIC supported)
Real Photographer Results
Wedding Photographer (Sarah M.):
"Culled 1200 wedding photos in 45 minutes instead of 6 hours. AI caught all the blinks I would have missed on my first pass. Game changer!"
Sports Photographer (Mike T.):
"Action detection is spot-on. AI found the exact moment the ball left the pitcher's hand in every sequence. Saved me 4 hours per game."
Portrait Photographer (Lisa K.):
"Conservative mode is perfect for my workflow. Removes obvious rejects (closed eyes, blurry shots) while leaving me plenty of options for client selection."
Next Steps
Ready to try AI Photo Culling?
- Upgrade to Pro ($29/month)
- Upload photos to a gallery
- Click Workflow → Photo Culling
- Start saving hours!
Need help?
- Quick Start Guide
- FAQ
- Troubleshooting
Last Updated: February 23, 2026
Version: 1.0