Post on 28-May-2020
Mario Bianchimariobianchi@uniroma2.it
University of Rome Tor VergataEO laboratory
Via del politecnico 1, Rome - ITPomente.Andrea@gmail.com
Leonardo.De.Laurentiis@uniroma2.it
Andrea PomenteLeonardo De Laurentiis
AI Platform for EO Data Scientists
The esa earth observation Φ-week12-16 November 2018 | ESA-ESRIN | Frascati (Rome), Italy
Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
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
Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
DEEP LEARNING
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
DEEP LEARNING
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
CONVOLUTIONAL NEURAL NETWORK
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
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VGG16 ARCHITECTURE
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
EUROSAT DATASET FOR LAND-COVER
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
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.
Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
Φ-week12-16/11/2018 -
TENSORFLOW.JS ECOSYSTEM
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
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Pomente.Andrea@gmail.com Leonardo.De.Laurentiis@uniroma2.it
AI4EO
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Mario Bianchimariobianchi@uniroma2.it
University of Rome Tor VergataEO laboratory
Via del politecnico 1, Rome - ITPomente.Andrea@gmail.com
Leonardo.De.Laurentiis@uniroma2.it
Andrea PomenteLeonardo De LaurentiisThank you!
12-16 November 2018 | ESA-ESRIN | Frascati (Rome), ItalyThe esa earth observation Φ-week