fast track leader flyai data sharing for ai artificial
TRANSCRIPT
Airbus Amber
FLYAI Data Sharing for AI Romaric Redon AIRBUSArtificial Intelligence Fast track Leader
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
Epoch I : Improve A380 operations
Sharing of data between AIRBUS and major Airlines operating A380.
Machine Learning +
System expertise
Prognosis and Health management
Epoch II : Improve Aviation operations
BIG DATA
CLOUD
DATA ANALYTICS
ARTIFICIAL INTELLIGENCE
DATA GOVERNANCE ONTOLOGY
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
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
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
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
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
Airbus Amber
World leader in Safe and
Trustworthy AI
Scale AI to boost competitiveness