Similarity Search
Automatically detect similar assets.
{
"assets": [
{
"query_filename": "aircruiser.usdz",
"hits": [
{
"filename": "plane.glb",
"similarity": 0.85,
"asset_id": "23283482",
}
]
}
]
}
Find similar assets to create cohesive scenes. Or, detect duplicates to clean your catalog and save on storage.
Why teams choose 3D Similarity Search
Find every match, every time
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.
Built for nuance
3D Similarity Search uses computer vision to tell apart versions and exact copies, so your library can remain robust but not redundant.
Enterprise-grade security
SOC-2 certified (pending) and available to deploy via the cloud or on-premises.
Input any 3D or 2D file type.
Learn more about supported formats →3D files
GLB
GLTF
OBJ
FBX
PLY
STL
USDZ
OFF
ZIP
2D textures and skyboxes
PNG
JPG
TIFF
WEBP
PSD
SVG
BMP
Video
MP4
AVI
WMV
MOV
MKV
MPEG
WEBM
Output into platform-agnostic JSON
NodeJs
Serverless
Ruby
Python
PHP
Go
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" ], } ] }
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 |
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
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
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