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Object
recognition
in the city
Sparked
November 14th 2016
Dave Kiwi
Smart City Expo
Object recognition in the city – Copyright Sparked B.V.
We used to write programs to solve a
problem (role based)
Now we write programs that learn how
to solve a problem through examples
Object recognition in the city – Copyright Sparked B.V.
https://youtu.be/aXV
-yaFmQNk
Object recognition in the city – Copyright Sparked B.V.
Neutron networks are really good at
recognizing patterns, but are slow
students
Object recognition in the city – Copyright Sparked B.V.
Deep learning in practice
Object recognition in the city – Copyright Sparked B.V.
OxygenAlgortmic apps
Developer Portal
Publisher Portal
Proxy
Large Scale Machine Learning
Advanced Data Analytics &
Machine Learning Platform
Object recognition in the city – Copyright Sparked B.V.
A real example
Iteration 50 Iteration 1500 Iteration 150000
Inp
ut
Pre
-co
nfig
ure
d
ne
ura
l n
etw
ork
Object recognition in the city – Copyright Sparked B.V.
OxygenForm factors
HoloLens CCTV Cams & IoT Mobile & Web Apps
Sparked provides an API or Client Library to any type of supported device or application
You focus on the relevant end-user scenario
Object recognition in the city – Copyright Sparked B.V.
OxygenData set of objects
10.000
pictures
150.000
iterations
