Industries
ROS2 / AGV
Agriculture & Autonomous Ground Vehicles
Glass-to-Glass62ms end-to-end vision latency
Overview
Precision agriculture and AGV platforms demand robust sensor fusion, autonomous navigation under harsh outdoor conditions, and low-power Edge AI inference. Spikedge builds ROS2-integrated perception stacks on NVIDIA Jetson and Hailo-8 for tractor, drone, and AMR deployments.
⚡Engineering Challenges
- Multi-sensor fusion (RGB-D, LiDAR, GPS/RTK, IMU) for centimeter-level localization
- Low-latency object detection for obstacle avoidance at 10+ km/h
- Power-efficient Edge AI inference for battery-operated platforms
- OTA fleet management for hundreds of field-deployed units
Relevant Capabilities
Edge AI & Vision PipelineSensor Fusion & AutonomyYocto BSP & Embedded Linux
Build Autonomous Agricultural Systems
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