# Mirage

URL: https://interfaze.ai/models/cactus-computemirage

[All models](https://interfaze.ai/models)

Mirage by Cactus-Compute, a image-text-to-text model with object detection, multimodal capabilities. Understand and compare object detection, multimodal features, benchmarks, and capabilities.

## Comparison

| Feature | Mirage | Interfaze |
| --- | --- | --- |
| Input Modalities | text, image | image, text, audio, video, document |
| Native OCR | No | Yes |
| Long Document Processing | No | Yes |
| Language Support | 7 partial | 162+ |
| Native Speech-to-Text | No | Yes |
| Native Object Detection | Yes | Yes |
| Guardrail Controls | No | Yes |
| Context Input Size | unknown | 1M |
| Tool Calling | No | Tool calling supported + built in browser, code execution and web search |

### Object Detection Capabilities

| Feature | Mirage | Interfaze |
| --- | --- | --- |
| Object Bounding Boxes | Partial | Yes |
| Object Segmentation Masks | Partial | Yes |
| Confidence Scores | Partial | Yes |
| Dense Image Processing | No | Yes |
| Low Quality Images | No | Yes |
| Industry-Specific | No | Yes |
| GUI Element Detection | No | Yes |

### Scaling

| Feature | Mirage | Interfaze |
| --- | --- | --- |
| Scaling | Self-hosted/Provider-hosted with quantization | Unlimited |

[Try Interfaze](https://interfaze.ai/dashboard)[Read the Docs](https://interfaze.ai/docs)

View model card on [Hugging Face](https://huggingface.co/Cactus-Compute/mirage)

[![Mirage overview with scene descriptions, object detection, OCR, segmentation, spatial relations and decisions](https://huggingface.co/Cactus-Compute/mirage/resolve/main/assets/overview.png)](https://cactuscompute.com/blog/mirage#sandbox)

A vision model for image understanding and structured extraction.

## Get started

```
pip install -U cactus-compute
```

```
import cactus

print(cactus.Mirage().describe("photo.png"))
```

The package downloads and caches the engine and weights on first use. This repository provides `mirage.cact`, `mirage.safetensors` and the model config.

-   [Model details and playground](https://cactuscompute.com/blog/mirage)
-   [Python API](https://cactuscompute.com/blog/needle-python-docs)
-   [Runtime binaries and supported platforms](https://huggingface.co/Cactus-Compute/cactus)
-   [Source code](https://github.com/cactus-compute/cactus)

## Want more deterministic results?

[Try Interfaze](https://interfaze.ai/dashboard)[Read the Docs](https://interfaze.ai/docs)