Auto Categorize

Categorize any asset.


  {
      "filename": "roof.glb",
      "classification_system": "IFC 4",
      "category": "Roof > Hipped Gable Roof",
      "confidence": 0.99
    }

Product

Auto Categorize sorts assets using custom and industry-standard taxonomies, such as IFC, OmniClass and Uniclass.

Our Edge

Flexible usage tiers up to 1M+ assets per month. Tag thousands at a time by parralellizing API calls.

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

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

Taxonomies

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/categorize", {
  body: asset,
  method: "POST"
})

RESPONSE


    {
      "filename": "roof.glb",
      "category": "Building Element > Roof > Hipped Gable Roof",
      "confidence": 0.99
    }

Integrations

Technology

	Loci Auto Categorize	CONVENTIONAL ALTERNATIVES
accuracy	92-99%+	45-77%
speed	1M+ per month (can be parallelized)	Variable
security	Cloud and on-premises deployments	Data used to train 3rd party models
customization	Internally train custom ML models on your assets	Not supported
consistency	Deterministic outputs & confidence scores	Variable
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

Auto Categorize

Why teams choose Auto Categorize

High Throughput

98.6% accurate

Enterprise-grade security

Select a stock taxonomy or share a custom one.

BIM IFC

Universal

Art Style

Materials

Custom

OmniClass (coming soon)

Uniclass (coming soon)

Input any 3D or 2D file type.

3D files

2D textures and skyboxes

Video

Output into platform-agnostic JSON

Limitless ways to integrate categories into your platform.

SaaS

Cloud Platform

Private Deployment

Organize your 3D catalog.