Supercomputing Systems AG - SwissT.net...Supercomputing Systems AG Phone +41 43 456 16 00 Technopark...

Supercomputing Systems AG Phone +41 43 456 16 00

Technopark 1 Fax +41 43 456 16 10

8005 Zürich www.scs.ch

Vision trifft Realität.

Supercomputing Systems AG

Computer Vision mit Embedded Devices

ECC, 2018

Christof Sidler, MSc ETHZ

Department Head High Performance System

2 Zürich 04.06.2018 © by Supercomputing Systems AG

Embedded Vision Architekturen

Beispiel FPGA basierte Vision

Semi Global Matching (SGM)

1M Pixel @ 12 Bit

• 404·109 Additionen

• 2·106 Multiplikationen

• 9·106 Divisionen

• 39·109 Sonstige (xor, min/max, >/<)

• Speicherbedarf: 5.4 GByte

• Datentransfer: 18.5 GByte

Pedestrian Detection

Stereo movie processing time reduced

from 2s / frame to 25 frames/s

Stixel Detection

Projektbeispiel FPGA basierte Vision Systeme

Fahrerassistenzsysteme

Projektbeispiel CPU basierte Vision

Intelligenter Toröffner

• Stereovision, Objekterkennung und

Objektverfolgung auf CPU

• Tor öffnet nur wenn notwendig

• Tor öffnet nur so hoch wie notwendig

• Projektpartner Bircher Smart Access

Projektbeispiel CPU basierte Vision

Algo@Work

Projektbeispiel Smart Camera

Automatisierung von Laborsystemen

• Innovatives Transportsystem von Proberöhrchen

• Klassifizierung

• Überprüfung

• Ermöglicht kosteneffiziente Analyse von Blutproben

GPU basierte Vision Systeme

Beispiel Nvidia Jetson TX1

• Quad ARM A57

• Maxwell GPU

• 256 CUDA cores

• 1/0.5 Tflops

• 25.6 GB/s Memory BW

• GPU Programmierung in OpenCL

• Crossplattform Framework für

GPU, DSP, (FPGA)

• C99, C++11 API

• Dynamic selection of the compute device

Projektbeispiel FPGA und GPU basierte Vison

Roboception Smart Camera

Bin Picking demo shown @ Hanover fair 2017

FPGA vs GPU

. Die Supercomputing Systems AG

• Dienstleistungsunternehmen im Bereich Computertechnologie

• HW, SW, Algorithmen

• Gegründet 1993

• Rund 120+ Mitarbeitende

• Ingenieure

• Physiker und Mathematiker

• Seit der Gründung im Technopark Zürich

Supercomputing Systems AG Phone +41 43 456 16 00

Technopark 1 Fax +41 43 456 16 10

8005 Zürich www.scs.ch

Vision meets reality.

Supercomputing Systems AG

Christof Sidler

Christof.sidler@scs.ch +41 43 456 16 00

Supercomputing Systems AG - SwissT.net...Supercomputing Systems AG Phone +41 43 456 16 00 Technopark...

Documents

Supercomputing in Plain English Supercomputing in Plain English Distributed Multiprocessing Henry Neeman, Director OU Supercomputing Center for Education

Marcin Okoń Pozna ń Supercomputing and Networking Center, Supercomputing Department

Supercomputing and Science

Supercomputing Center Measurement and Performance Analysis of Supercomputing Traffic by FlowScan+ 2.0 Supercomputing Center of KISTI Kookhan Kim August

Hungarian Supercomputing GRID

Supercomputing in Plain English Supercomputing in Plain English Shared Memory Multithreading Henry Neeman, Director OU Supercomputing Center for Education

Barcelona Supercomputing Center

Supercomputing in Plain English Supercomputing in Plain English High Throughput Computing Henry Neeman, Director OU Supercomputing Center for Education

Our Mission - Minnesota Supercomputing Institute · National Center for Supercomputing Applications Resources The Supercomputing Institute is also coordinating the allocation of National

OpenMP Optimization National Supercomputing Service Swiss National Supercomputing Center

Secrets of supercomputing

Self-Service Supercomputing

Ethernet for Things - swisst.net · Ethernet for Things Fortgeschrittene Ethernet Switch Features Referat von Peter Voser

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Supercomputing in Plain English Supercomputing in Plain English Overview: What the Heck is Supercomputing? Henry Neeman, University of Oklahoma Assistant

Supercomputing in Plain English Overview: What the Heck is Supercomputing? Henry Neeman, Director OU Supercomputing Center for Education & Research University

Will robots drive our cars soon?...Supercomputing Systems AG Phone +41 43 456 16 00 Technopark 1 Fax +41 43 456 16 10 8005 Zürich Vision trifft Realität. Will robots drive our cars

Supercomputing in Plain English Overview: What the Heck is Supercomputing? Henry Neeman Director OU Supercomputing Center for Education & Research September

Supercomputing in Plain English Part I: Overview: What the Heck is Supercomputing? Henry Neeman, Director OU Supercomputing Center for Education & Research

Bioinformatics and Supercomputing