Similarity Search

Automatically detect similar assets.


    {
      "assets": [
        {
          "query_filename": "aircruiser.usdz",
          "hits": [
            {
              "filename": "plane.glb",
              "similarity": 0.85,
              "asset_id": "23283482",
            }
          ]
        }
      ]
    }

Product

Find similar assets to create cohesive scenes. Or, detect duplicates to clean your catalog and save on storage.

Our Edge

Artists can use an existing 3D asset to rapidly find assets with similar content, context, and style. So they can search less, and create more.

3D Similarity Search uses computer vision to tell apart versions and exact copies, so your library can remain robust but not redundant.

SOC-2 certified and available to deploy via the cloud or on-premises.

Supported Formats

GLB

GLTF

OBJ

FBX

PLY

STL

USDZ

OFF

ZIP

PNG

JPG

TIFF

WEBP

PSD

SVG

BMP

MP4

AVI

WMV

MOV

MKV

MPEG

WEBM

Outputs

NodeJs

Serverless

Ruby

Python

PHP

Java

Elixir

Rest

REQUEST


fetch("https://loci-api.com/3d/find-similar", {
  body: asset,
  method: "POST"
})

RESPONSE


    {
      "assets": [
        {
          "asset_id": "EA58321",
          "name": "aircruiser.usdz",
          "hits": [ "EA5432", "EA9513" ],
        }
      ]
    }

Technology

	Loci 3D Similarity Search	CONVENTIONAL ALTERNATIVES
accuracy	98%	40-70%
speed	Results in seconds.	Variable
security	Cloud and on-premises deployments	Data used to train 3rd party models
support	GLB, GLTF, OBJ, FBX, BLEND, PLY, STL, USDZ, OFF, ZIP	Not supported

Capabilities

OUR INFRASTRUCTURE

Start tagging assets instantly with Loci's blazing fast API. No backend infrastructure management needed.

Best for

Small to medium-sized businesses
Experimenting with our models
Non-sensitive data

CLOUD INFRASTRUCTURE

Access the Loci platform through a Dockerfile compatible with AWS, Azure, and more.

Best for

Organizations seeking easy integration with cloud services
Handling sensitive intellectual property

YOUR INFRASTRUCTURE

Securely bring Loci's models into your own infrastructure to protect sensitive data.

Best for

Organizations with strict security needs
Maximum control and customization
Handling sensitive intellectual property

Similarity Search

Why teams choose 3D Similarity Search

Find every match, every time

Built for nuance

Enterprise-grade security

Input any 3D or 2D file type.

3D files

2D textures and skyboxes

Video

Output into platform-agnostic JSON

SaaS

Cloud Platform

Private Deployment

Unlock asset-based search for your 3D catalogue.