The Herd is a set of AI-powered algorithms designed to facilitate Earth Observation data analysis. It comprises three elements – data pre-processing techniques, approaches to spatial resolution enhancement of image data, and data analysis algorithms. The Herd fully supports the EO processing chain – from optical data acquisition, through data preparation and manipulation, up to data classification, segmentation, unmixing, compression, and more.

All key elements of The Herd were designed to be used both on Earth and on-board the satellite – they fit FPGA processors and are compatible with the Xilinx-based Data Processing Units.

The Herd can be used for high-dimensional data analysis – being able to handle hyperspectral, multispectral, and time-series data.

The Herd is part of the Smart Mission Ecosystem – hardware, software, and AI-powered algorithms.

The Herd will be used in the Intuition-1 mission, which is planned for launch in 2022/2023. Intuition-1 is a 6U-class satellite with a data processing unit – Leopard – enabling on-board data processing acquired via a hyperspectral instrument with spectral resolution in the range of visible and near infrared light.

The video below is a presentation by KP Labs from the 2021 satsearch webinar: "a guide to advanced data processing and AI for satellite missions". For more information about the webinar, and to see footage of the entire event, please click here here

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Last updated: 2023-11-18

The Herd - AI-powered algorithms for Earth Observation




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