fast track leader flyai data sharing for ai artificial

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Airbus Amber FLYAI Data Sharing for AI Romaric Redon AIRBUS Artificial Intelligence Fast track Leader

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Page 1: Fast track Leader FLYAI Data Sharing for AI Artificial

Airbus Amber

FLYAI Data Sharing for AI Romaric Redon AIRBUSArtificial Intelligence Fast track Leader

Page 2: Fast track Leader FLYAI Data Sharing for AI Artificial

2020

DATA SHARING Epoch III More Autonomous

Aircraft

2017

DATA SHARING Epoch II Improve Aviation

operations

2008

DATA SHARING Epoch I Improve A380 operations

Predictive maintenance

Vision Based Navigation

Speech To text ATC

Flight Ops Optimisation

New capabilities enabled by

Artificial Intelligence

Page 3: Fast track Leader FLYAI Data Sharing for AI Artificial

Epoch I : Improve A380 operations

Sharing of data between AIRBUS and major Airlines operating A380.

Machine Learning +

System expertise

Prognosis and Health management

Page 4: Fast track Leader FLYAI Data Sharing for AI Artificial

Epoch II : Improve Aviation operations

BIG DATA

CLOUD

DATA ANALYTICS

ARTIFICIAL INTELLIGENCE

DATA GOVERNANCE ONTOLOGY

Page 5: Fast track Leader FLYAI Data Sharing for AI Artificial

Epoch II : Improve Aviation operations

Skywise Predictive Maintenance

Skywise Predictive Maintenance anticipates component failure by analyzing abnormal behavior thanks to data analysis/ Artificial Intelligence

Skywise Digital services

Improve Fuel EfficiencyReliability analysis

Page 6: Fast track Leader FLYAI Data Sharing for AI Artificial

Epoch III : More autonomous Aircraft

Computer Vision

Natural Language understanding and Processing

Collect New type of DATA

Air France Two Nine Delta CLIMB Flight Level three Twenty

New Artificial Intelligence capabilities

Page 7: Fast track Leader FLYAI Data Sharing for AI Artificial

Speech To Text ATC

7

7

AIRBUS Challenge in 2018 : 65 participants (Academics, Tech, Aeronautics,...)

Challenges : Robustness to accents, state of speakers, multilingualism, noise, high speech rate, ...

More DATA Better Standardized Annotation

AIRBUS to release soon dataset annotation/transcription/data format specification

CUSTOM STT

“Taxi to runway two-seven right via alfa two, bravo and delta, cross runway three-five”

Rwy.id = 27RRwy.id = 35

Page 8: Fast track Leader FLYAI Data Sharing for AI Artificial

Assistance to the pilot : Vision based Navigation

8

2020 AIRBUS demonstrated vision based Autonomous Taxiing, Takeoff and Landing (ATTOL)

Challenges : Robustness to all whether conditions, Night/Day, sensor defects,...

More DATA (real + synthetic) Automatic Annotation process

Page 9: Fast track Leader FLYAI Data Sharing for AI Artificial

Access to data is key to unleash AI’s full potential for aviation

Pattern recognition and Times Series Analysis

Computer Vision

Natural Language understanding and Processing

Data Sharing

Air France Two Nine Delta CLIMB Flight Level three Twenty

Artificial Intelligence Value for Aviation

Page 10: Fast track Leader FLYAI Data Sharing for AI Artificial

Airbus Amber

World leader in Safe and

Trustworthy AI

Scale AI to boost competitiveness