AI Feature

Search photos like you’ddescribe them to a friend.

Type “speeches”, “kids on the dance floor” or “sunset group photo”. Pixeva finds the matching shots across the whole event, no tags or folders needed.

Semantic Vector Search

Find Photos with Words

Our multi-modal vector embeddings understand pure descriptive context. Search for exact scenes, color moods, or complex actions in milliseconds.

Interactive AI Search Engine

Simulated AWS SageMaker embeddings model

Ready

Suggested Smart Queries:

Found 3 High-Confidence Matches
Query time: 42ms
Wedding couple first dance
99.8% match

Wedding couple first dance

50mm · f/1.8 · ISO 400 · 1/250s

Dance FloorFirst DanceWedding
Festival crowd jumping on beat
96.2% match

Festival crowd jumping on beat

16mm · f/2.8 · ISO 3200 · 1/125s

Dance FloorConcertEnergy
Friends dancing together at party
91.5% match

Friends dancing together at party

35mm · f/2.0 · ISO 640 · 1/160s

Dance FloorPartyFriends
1

Deep Image Embeddings

Photos are converted into high-dimensional vectors on upload using vision-transformer backends.

2

Natural Language Queries

We project your search string into the identical embedding space to capture complex visual relations.

3

Cosine Distance Match

Vector scores return matches in under 50ms, highlighting specific moments flawlessly.

How it works

How smart search works

  1. 01

    Photos are analyzed on upload

    Each photo gets an AI description, keywords and categories, and a visual embedding that captures what is in the shot.

  2. 02

    You type what you remember

    Plain words work. The query is expanded with related terms, so “cake” also catches “cake cutting”.

  3. 03

    Results are ranked by meaning

    Pixeva blends visual similarity with keyword matches, then re-ranks the top results so the best fit comes first.

  4. 04

    Combine it with face search

    Face search answers “which photos am I in”. Smart search answers “which photos show this moment”. Guests can use both.

Smart Search

Why search by description

A 3,000-photo wedding gallery sorted by time is hard to browse. People remember moments, not timestamps.

Smart search lets the couple find every speech photo for a thank-you card, or a planner pull every venue shot for their portfolio, in seconds.

It works on the event’s own photos, with no manual tagging by the photographer.

Availability: Smart search is included in Pro, Business and the one-time $49 Event Pass. Compare plans.

Smart Search FAQ

Can I search event photos by what is in them?
Yes. Smart search lets you type a description such as “first dance” or “blue dress” and returns the matching photos.
Do photos need to be tagged first?
No. Pixeva analyzes each photo automatically after upload.
Is this the same as face search?
No. Face search finds photos of a person from a selfie. Smart search finds photos of a moment, object or scene from a text description.
Free plan · ~30 second setup

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.

Free forever planNo credit card to startGallery stays live for good