The Herd – AI Algorithms for Onboard and Ground-Based Earth Observation
The Herd is a suite of AI-powered algorithms developed to enhance Earth Observation (EO) and remote sensing workflows. It comprises three key components: advanced data pre-processing, spatial resolution enhancement, and intelligent data analysis algorithms.The Herd supports the full EO processing chain – from optical data acquisition through preparation, enhancement, and interpretation – including classification, segmentation, unmixing, and compression. Its components are designed for compatibility with FPGA-based, Xilinx-powered Data Processing Units, ensuring smooth deployment both on the ground and in space.
Key capabilities include:
- Earth Observation & Remote Sensing – Intelligent processing of multi- and hyperspectral data using AI techniques like semantic segmentation, object detection, classification, and super-resolution.
- Satellite Telemetry Analysis – Real-time monitoring and analysis of satellite telemetry data for improved anomaly detection.
- Onboarding AI Models – Seamless deployment and verification of AI models directly on satellite hardware to support in-orbit decision-making.
Part of the Smart Mission Ecosystem – comprehensive solutions, including a fully integrated package of hardware, software, and in-house developed algorithms for onboard satellite data processing.
| Parameter | Value |
|---|---|
| Type | Algorithm |