Sobolt Deep learning from space

Deep learning from space Automating image interpretation

Understand the world around us by leveraging the power of data Start making humans wiser using artificial intelligence

Automating image interpretation Viewing the whole world is only

Sobolt is committed to automating

the first step in making sense of what we see. Extracting relevant information means analyzing all these data; a daunting prospect in many areas, even if we know when and where to look.

large-scale analyses.

Big pictures Artificial Intelligence can lighten the load by taking many tasks off our hands. If you could tell a computer what you want it to see from above, what would that be?

remote

sensing

Deep learning Using predominantly optical imagery, we use state-of-theart deep learning methods in monitoring, mapping, and data enhancement. Our integral deep learning approach allows for powerful yet flexible models, extracting relevant information from remote sensing data.

Super resolution Construct realistic looking sharper images, up to 4x the initial resolution.

Object detection Identify and localise more conceptual things, like cars, houses, pools, etc.

Deep change detection Find only real and relevant changes, regardless of scale or type.

Our intelligence is what makes us human, and AI is an extension of that quality

Yann LeCun Chief AI scientist at Facebook

Our Edge Generalizability Our deep learning applications are not separate from one another, but benefit greatly from synergy across models. Unsupervised learning leverages the large amount of available remote sensing data to learn rich representations. This data representation is key to solving problems in computer vision, and can be used in various applications in different domains.

Synergy Because of generalizability, different applications all benefit from our technical progress. Towards example driven use cases, our semi-supervised methods combine relevant examples with huge amounts of unlabeled data to improve performance. Transfer learning enables reusing valuable data representations for other applications.

What’s your world?

Whether you are looking to automate your monitoring or mapping capabilities, enhancing remote sensing and spatial data, or starting an innovative collaboration, we would love to discuss opportunities. You can easily get in touch through our website or email. If you want to get a feel for the cases that we’re currently working on, check out our website.

About us Sobolt is a tech company based in Rotterdam, the Netherlands. Our mission is to make information regarding sustainability accessible and useful. By leveraging different kinds of relevant data sources, we provide monitoring, understanding and actionable analytics for sustainability challenges.

Sobolt Hofplein 20 3032 AC Rotterdam The Netherlands

info@sobolt.com www.sobolt.com

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