AI Platform for EO Data Scientists Andrea Pomente Leonardo...

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Mario Bianchi [email protected] University of Rome Tor Vergata EO laboratory Via del politecnico 1, Rome - IT [email protected] [email protected] Andrea Pomente Leonardo De Laurentiis AI Platform for EO Data Scientists The esa earth observation Φ-week 12-16 November 2018 | ESA-ESRIN | Frascati (Rome), Italy

Transcript of AI Platform for EO Data Scientists Andrea Pomente Leonardo...

Page 1: AI Platform for EO Data Scientists Andrea Pomente Leonardo ...phiweek2018.esa.int/agenda/files/presentation150.pdf · AI Platform for EO Data Scientists The esa earth observation

Mario [email protected]

University of Rome Tor VergataEO laboratory

Via del politecnico 1, Rome - [email protected]

[email protected]

Andrea PomenteLeonardo De Laurentiis

AI Platform for EO Data Scientists

The esa earth observation Φ-week12-16 November 2018 | ESA-ESRIN | Frascati (Rome), Italy

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[email protected] [email protected]

AI4EO

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AI4EO IN A NUTSHELL

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1. The first web-based platform for earth observation scientists.

2. AI4EO was born with the aim to provide an innovative tool to

use modern Deep Learning techniques with EO Data directly in

your browser.

3. This project is powered by Earth Observation laboratory at

University of Rome Tor Vergata

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[email protected] [email protected]

AI4EO

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DEEP LEARNING

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[email protected] [email protected]

AI4EO

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DEEP LEARNING

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[email protected] [email protected]

AI4EO

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CONVOLUTIONAL NEURAL NETWORK

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[email protected] [email protected]

AI4EO

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[email protected] [email protected]

AI4EO

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VGG16 ARCHITECTURE

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[email protected] [email protected]

AI4EO

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EUROSAT DATASET FOR LAND-COVER

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[email protected] [email protected]

AI4EO

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AI4EO PLATFORM MODULES

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Model BuilderUser can define his own neural networks in the

browser without coding!

Pre-Trained Deep Neural Networks

User can utilize pre-trained neural networks to perform

machine learning predictions using earth observation data,

such as classification, semantic segmentation, etc.

ApplicationsUser can play with our

applications and improve his knowledge

on deep neural networks applied to

earth observation field.

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[email protected] [email protected]

AI4EO

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TENSORFLOW.JS ECOSYSTEM

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[email protected] [email protected]

AI4EO

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[email protected] [email protected]

AI4EO

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AI4EO

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Mario [email protected]

University of Rome Tor VergataEO laboratory

Via del politecnico 1, Rome - [email protected]

[email protected]

Andrea PomenteLeonardo De LaurentiisThank you!

12-16 November 2018 | ESA-ESRIN | Frascati (Rome), ItalyThe esa earth observation Φ-week