SlideShare a Scribd company logo
add-for.com
We select, enhance and combine
the best Artificial Intelligence algorithms
to design innovative products and services
while having fun
KNOWHOWKNOWHOW
AIAI
KNOWHOW DOMAINKNOWHOW DOMAIN
add-for.com
EngineeringEngineering
VEHICLE DYNAMICS
ADVANCEDTRACTION CONTROLS
DRIVING STYLE DETECTION
add-for.comenrico.busto@add-for.com
enrico.busto@add-for.com
CLICK TO OPEN LINK
VEHICLEVIRTUAL PROTOTYPING
enrico.busto@add-for.com
AUTONOMOUS DRIVINGVIRTUALTESTING
enrico.busto@add-for.com
CLICK TO OPEN LINK
VIRTUALTHERMOMETERS
VIRTUAL FLOW-METERS
EMISSION CONTROLS
TURBO SPEED
enrico.busto@add-for.com
CLICK TO OPEN LINK
IMAGE & VIDEO
Understanding
IMAGE & VIDEO
Understanding
FACEfindFACEfind
CLICK TO OPEN LINK
License Plate RecognitionLicense Plate Recognition
CLICK TO OPEN LINK
Vehicle Tracking DemoVehicle Tracking Demo
CLICK TO OPEN LINK
People Tracking DemoPeople Tracking Demo
CLICK TO OPEN LINK
TrajectoryTrajectory
Motion DirectionMotion Direction
Synthetic
Environments
Synthetic
Environments
NEURAL NETS need DATA for TrainingNEURAL NETS need DATA for Training
PHOTOREALISM
is MANDATORY
PHOTOREALISM
is MANDATORY
PHOTOREALISM
is REQUIRED
PHOTOREALISM
is REQUIREDThe Only Way to Measure
Photorealistic real vs virtual Similarity
is by using the NN itself
The Only Way to Measure
Photorealistic real vs virtual Similarity
is by using the NN itself
We perform on the NN something similar
to a Positron Emission Tomography
While Watching
Images
Neural Based Similarity
is the used to find the best
RENDERER SETUP
Neural Based Similarity
is the used to find the best
RENDERER SETUP
CLICK TO OPEN LINK
Now you can Generate everything:
any meteo condition
lighting conditions day/night
lens defects and distortions
multiple points of view
stereoscopic images
depth maps
LIDAR
Now you can Generate everything:
any meteo condition
lighting conditions day/night
lens defects and distortions
multiple points of view
stereoscopic images
depth maps
LIDAR
Generative
Adversarial
Networks
Generative
Adversarial
Networks
GAN - first epochs
GAN - more epochsGAN - more epochs
REALREAL
GANGAN
REALREAL
GANGAN
REALREAL
GANGAN
REALREAL
GANGAN
PHOTOREALISTICVIRTUAL WORLDS TOTRAIN A.I.
CLICK TO OPEN LINK
it.linkedin.com/in/ebusto
enrico.busto@add-for.com
ThankYou
www.add-for.com

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Meetup IBM Rome October 24th 2018