Cull a wedding in minutes,not a weekend.
Pixeva scores every photo and groups duplicates, so you review the maybes and skip the obvious rejects.
Optimize Storage, Keep Only The Best
Don't waste S3 bandwidth or force guests to scroll past duplicates and soft-focus shots. Our AI analyzes sharpness, illumination vectors, and subject posture to flag blurry photos instantly.
Illumination Vector Analysis
Auto-flags heavily underexposed, overexposed, or poorly backlit frames.
Edge-Detection Sharpness Score
Uses quick Laplace filters to detect high-frequency motion blurs.
Smart Duplicate Collapsing
Identifies rapid-fire bursts, keeping only the frame with active smiles.
Auto Cull Playground
Simulated AWS Bedrock classifier engine
35mm · f/1.8 · Motion Blur
Score: 12/100
50mm · f/1.8 · -2.3 EV
Score: 24/100
50mm · Duplicate record #42
Score: 8/100What Auto Cull checks
01
Focus
Flags blurry and soft-focus shots, based on the sharpness of the faces in the frame.
02
Exposure
Flags underexposed and overexposed frames.
03
Eyes and angle
Flags closed eyes, some-eyes-closed group shots, and extreme side angles.
04
Duplicates
Finds exact copies, then near-duplicates such as burst frames, confirmed by visual similarity so unrelated photos aren’t grouped together.
Keep, review, reject
Every photo gets a score from 0 to 100 and lands in one of three buckets: keep (61–100), review (31–60) or reject (0–30). Each score comes with the reasons behind it, such as “Eyes closed” or “Underexposed”.
Duplicate groups show side by side so you keep the best frame and remove the rest in one pass.
Nothing is deleted automatically. Auto Cull sorts; you decide.
Availability: Auto Cull and duplicate detection run inside the event dashboard. Compare plans.
Auto Cull FAQ
- Does Auto Cull delete photos?
- No. It scores and groups photos. You choose what to remove.
- How does Pixeva find duplicate photos?
- In three layers: exact file matches, then a quick visual fingerprint to find candidates, then an AI similarity check to confirm them before grouping.
- What makes a photo a reject?
- A low score from problems like blur, bad exposure, closed eyes or an extreme face angle. Each photo lists its reasons so you can overrule it.
Every photo of you, found.
Create your free event gallery, share one link or QR, and guests leave with only their photos. No credit card required.