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| 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 | |