Experience Hellbender’s Perception Systems
We are proud to partner with the industry’s top AI hardware leaders at embedded world. Join us in the Hardware Section (Hall 5) to see our latest edge AI and computer vision solutions in action.
Technology Partner Booths
- Ambarella | Booth 5-355
Industry-Leading VLM: Experience the next evolution of computer vision. We are showcasing a Vision-Language Model that allows our perception system to analyze and describe exactly what it is seeing, in natural language.
- Raspberry Pi | Booth 5-343
Live Demo: Stop by for a live, hands-on demonstration of our flexible and scalable embedded solutions built on the world’s most accessible compute platform.
- HAILO | Booth 5-318
Edge AI Inference: See how we are leveraging Hailo’s advanced processors to deliver high-performance, low-power AI directly at the edge.
Featured Perception & Edge AI Hardware at embedded world
Agentic and Spatial AI for Custom Mobile Robots
Featured at the Ambarella Booth
Discover high performance spatial awareness and on-device Generative AI running entirely on the Ambarella N1-655. This demonstration highlights how a single, unified architecture scales across diverse environments, from roadway safety monitoring to industrial AMR operations.
Three AI Tiers on a Single SoC: Consolidates Live Perception (object detection, optical flow, and depth estimation via CVflow® NVP), Spatial AI (live visual odometry and actor tracking to build digital twins), and Agentic AI (on-device VLMs generating contextual scene understanding).
Dual Environment Processing: See the unified software stack process monocular camera data for both road safety (acting as an AI enabled dash camera to generate live 3D spatial maps) and industrial settings (recreating a mobile robot navigating a factory floor).
Natural Language Queries: The integrated VLM allows for general purpose language queries of the scene, translating complex 3D sensor data into actionable, natural language insights for a more accessible user interface.
Beyond Traditional Robotics: Experience a platform that handles standard perception, spatial reasoning, and complex language based reasoning all from a single edge AI device.
High-Fidelity Depth Sensing: The Hellbender Stereo Camera
Featured at the Hailo and Raspberry Pi Booths
Engineered for demanding perception workloads, the Hellbender Stereo Camera combines precision depth mapping with robust edge inference to handle complex visual data.
- Processing Power: Driven by the next generation Raspberry Pi CM5.
- Edge AI Acceleration: Features the Hailo 8 AI chip for low latency processing and high performance neural network execution.
- Power Efficiency: Delivers advanced computing capabilities with exceptionally low power consumption, operating at a maximum load of only 15W.
- Use Cases: An Ideal solution for industrial & field inspection, robotic navigation and autonomy systems.
Stop by the Raspberry Pi booth to explore the hardware integration and see live inference capabilities firsthand.