Experience advanced edge AI with the Lattice sensAI™ Multi object detection solution —enabling real-time detection, classification, and tracking of multiple objects in diverse environments. This demonstration showcases how Lattice FPGAs and sensAI software deliver robust, low-power vision intelligence for industrial, automotive, consumer, and security applications.
The demo leverages state-of-the-art computer vision models to:
- Detect and classify multiple objects simultaneously (e.g., people, vehicles, machinery, packages
- Track object movement and position in real time
- Output annotated video streams with bounding boxes and object labels
- Run efficiently on Lattice FPGAs, with video and metadata streamed to a host processor via MIPI and I2C
- Visualize results in HUB software on the processor
- Compatible with CertusPro-NX SOM boards.