Auto Categorize

Categorize any asset.


    {
      "filename": "sword.glb",
      "category": "Weapons > Edged > Sword > Longsword",
      "confidence": 0.99
    }
    
Product

Auto Categorize unlocks filters by assigning categories to assets based on a predefined taxonomy.

Our Edge

Why teams choose Auto Categorize

3.1 seconds per asset icon

3.1 seconds per asset

Tag assets in 0.2s. Tag thousands at a time by parralellizing API calls.

98.6% accurate icon

98.6% accurate

The world’s accurate tagging model. And the only one with native 3D support.

Enterprise-grade security icon

Enterprise-grade security

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

Taxonomies

Select a stock taxonomy or share a custom one.

Universal

Art Style

Materials

BIM IFC

Custom

Universal
Supported Formats

Input any 3D or 2D file type.

Learn more about supported formats →
Supported formats illustration

3D files

GLB
GLTF
OBJ
FBX
PLY
STL
USDZ
OFF
ZIP
Supported formats illustration

2D textures and skyboxes

PNG
JPG
TIFF
WEBP
PSD
SVG
BMP
Supported formats illustration

Video

MP4
AVI
WMV
MOV
MKV
MPEG
WEBM
Outputs

Output into platform-agnostic JSON

NodeJs logo

NodeJs

Serverless logo

Serverless

Ruby logo

Ruby

Python logo

Python

PHP logo

PHP

Go logo

Go

Java logo

Java

Elixir logo

Elixir

Rest logo

Rest

REQUEST

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

    {
      "filename": "sword.glb",
      "category": "Weapons > Edged > Sword > Longsword",
      "confidence": 0.99
    }
Integrations

Limitless ways to integrate categories into your platform.

Example integrations illustration
Technology
Industry-leading accuracy and speed.
Loci Auto CategorizeCONVENTIONAL ALTERNATIVES
accuracy92-99%+45-77%
speed3.1s per asset (can be parallelized)5.6-9.8s per asset
securityCloud and on-premises deploymentsData used to train 3rd party models
customizationInternally train custom ML models on your assetsNot supported
consistencyDeterministic outputs & confidence scoresVariable
supportGLB, GLTF, OBJ, FBX, BLEND, PLY, STL, USDZ, OFF, ZIPNot supported
Capabilities
Tailor your deployment to your security needs.
OUR INFRASTRUCTURE Icon
OUR INFRASTRUCTURE

SaaS

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 Icon
CLOUD INFRASTRUCTURE

Cloud Platform

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 Icon
YOUR INFRASTRUCTURE

Private Deployment

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

Unlock filters for your 3D catalog.