Key Features

Image captioning and scene understanding
Object detection
OCR
Image segmentation
Spatial relation analysis
Structured extraction
Compact low-bit deployment
Local Cactus runtime

The 51.3-million-parameter model runs through the Cactus inference engine. Its low-bit format targets phones, robots and other memory-constrained hardware, with the Python package downloading the engine and model artifacts on first use.


Mirage is useful for applications that need to inspect images without routing every inference request to a remote service. It combines several visual tasks in one model so a developer can prototype extraction, detection and scene understanding through a shared interface.

Get more likes & reach the top of search results by adding this button on your site!

Embed button preview - Light theme
Embed button preview - Dark theme
TurboType Banner

Subscribe to the AI Search Newsletter

Get top updates in AI to your inbox every weekend. It's free!