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Tag: AI4EO

Integrating AI/ML Capabilities for Geohazards and Urban Management Applications

Prime company: TERRADUE SRL (IT)

The primary objective of this project is to augment the capabilities of Ellip-powered Exploitation platforms, specifically Geohazards Exploitation Platform (GEP) and Urban Thematic Exploitation Platform (U-TEP), by seamlessly integrating an AI/ML processing framework. This comprehensive framework will encompass the entire machine learning pipeline, including data discovery, access to training data, model development and deployment. GEP …

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AI FOR ANIMAL CENSUS AND HABITAT MONITORING

Prime company: EOLAS Insight Ltd (GB)

Development of AI based methods to classify herds of different animals based on the spatial distribution patterns adopted within different herd species. AI based pattern recognition methods based on distribution patterns of animals within a herd detected in EO imagery.

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Automatic Looting Classification From Earth Observation Activity – ALCEO

Prime company: ISTITUTO ITALIANO DI TECNOLOGIA (IT)

Illegal excavation of archaeological sites aimed at collecting historical material culture (‘looting’) to introduce it in the illicit market of antiquities is a pressing problem on a global scale. Under favourable circumstances, looting can be exposed on Earth Observation (EO) data by detecting changes that have occurred between two or more consecutive EO images of …

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EO Science for Society Info Days 2023

March 15, 2023 - March 16, 2023

Introduction and Objectives The European Space Agency, ESA, is organising the EO Science for Society Info Days to introduce activities in FutureEO-1 Segment 2 Block 4 “EO Science for Society”. The main goals of these Info Days will be to present the upcoming opportunities for European entities to participate in the activities of the ongoing …

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Privacy Preserving Machine Learning (PPML)

Prime company: DEIMOS SPACE UK LTD (GB)

The project is dedicated to demonstration of Privacy Preserving Machine Learning (PPML) in EO data analytics as an emerging field in data science that strives to address protecting data privacy and confidentiality in a variety of machine learning applications. It is aimed to research and demonstrate secure frameworks for AI/ML, including cryptographic techniques such as …

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MAchine Learning Tool for Calibration of Hyperspectral data (MATCH)

Prime company: COSINE RESEARCH B.V. (NL)

The project aims at the development of algorithms for cross-calibration of hyperscout with S-2 and the development of the phi-sat 1 brain for cloud detection.  The team is assessing Machine Learning methodology, techniques, and a suite of applications (ranging from Radiometric calibration of a single band L2A data, Calibration of data products, e.g. NDVI or …

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Geophysical Reference Data For Machine Learning (GRD4ML)

Prime company: CGI ITALIA S.R.L. (IT)

The GRD4ML project aims to create an Enhanced Environment to generate Reference Data for the Retrieval of Geophysical Parameters by Machine Learning. Scientist and application developers will have the opportunity to create, enhance, utilise and manage their own datasets for training neural networks in a integrated environment based on free licensed tools and cloud computing …

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AI4FOOD

Prime company: VLAAMSE INSTELLING VOOR TECHNOLOGISCH ONDERZOEK VITO (BE)

An unprecedented richness of data is captured by satellites every day, resulting in an ever-growing time series of EO data. Despite the extensive availability of data, there are still many challenges when defining procedures for extracting relevant information from long time series. The goal of the AI4FOOD project is to tackle the challenges that arise …

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Massive Open Online Course (MOOC) – EO Open Data Science

Prime company: EURAC RESEARCH (IT)

The EO Open Data Science MOOC is hosted on EO-College with the title “Cubes and Clouds” https://eo-college.org/courses/cubes-and-clouds/. This course teaches the concepts of data cubes, cloud platforms, and open science in the context of Earth Observation.   Its goal is to provide students with  practical knowledge on how to effectively use EO Platforms for Open Data Science in the cloud. At the …

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