---
title: Lattice sensAI Generic Object Detection
slug: sensAI-Generic-Object-Detection
short_description: Generic object detection (80 classes)
emoji: 📦
colorFrom: gray
colorTo: yellow
sdk: docker
pinned: false
tags:
    - computer-vision
    - real-time
    - edge-ai
    - on-device
    - embedded
    - low-power
    - object-detection
    - object-detector
    - detector
    - automotive
    - office
    - npu
    - soc
    - fpga
    - sensai
---

The Lattice sensAI Generic Object Detection demo runs the EVE SDK's MOD
(Multi-Object Detection) subsystem against a frame from an uploaded image,
an uploaded video, or a live webcam feed. Pick exactly one of three models:

| Model | Description |
| --- | --- |
| **GMOD Base Model** | Generic 80-class object detector |
| **Automotive Object Detector**  | 8-class automotive object detector — person, bicycle, car, motorcycle, truck, bus, traffic light, stop sign |
| **Office Object Detector**    | 8-class office-objects detector — bottle, cup, potted plant, laptop, mouse, keyboard, cell phone, book |

Each model is a self-contained `.tflite` loaded through the EVE SDK's custom
object-detection model path. GMOD Base Model uses the SDK's bundled weights. Selecting a model in either tab loads it on the worker.

To preview the demo, use the tabs:

- <u>Live Inference</u> — webcam → annotated frames in real time.
- <u>Offline Inference</u> — upload an image **or** a video; mutually
  exclusive accordions keep the UI focused on one input at a time.

> Note: For demo purposes, the AI pipeline and image-draw operations run on
> a Hugging Face CPU server. Performance varies with concurrent users.

For model access, visit the **Files and versions** tab at the top of this page.

For SDK access, fill the form on
[this page](https://huggingface.co/LatticeSemi/sensAI-Edge-Vision-Engine-SDK-Packages)
and follow the download instructions. Support: evehelp@latticesemi.com.

## About

This demo is maintained by **Lattice Semiconductor** (LatticeSemi).

## License

Proprietary - Lattice Semiconductor Corporation. All rights reserved.

## Need a Longer or Commercial License?

- **Email**: evehelp@latticesemi.com