SlideShare ist ein Scribd-Unternehmen logo

Sundance at the 49th Intelligent Sensing Program

•Als PPTX, PDF herunterladen•
•
Sundance Multiprocessor Technology Ltd.
Sundance Multiprocessor Technology Ltd.

Sundance's VCS-1 presentation at the Intelligent Sensing Program - 19-09-2019 Presented by Flemming Christensen

Technologie
1 von 27
49th Intelligent Sensing Program Sensing in Precision (Digital) Agriculture Sundance Multiprocessor Technology Ltd.
THE COMPANY Established in 1989 by Flemming CHRISTENSEN • Employee Owned and a ’Life-Style’ company • 12x people with 300+ years experince • 4x with accredited Xilinx FPGA training • Always designed and built our own products • BSI - ISO9001-2015 certified, since 2003 Techology Focus • Acceleration & Vision, • Sensor & Robotics 2
• Overview • Hardware features • Sensors compatibility • Industry compatibility • Open software and firmware • PYNQ (Python) support • EDGE AI support • Applications • Endorsement • Summary • What Next? 3 OVERVIEW OF THE VCS-1 SYSTEM
A Xilinx Zynq MPSoC is the ‘heart’ of VCS-1 and provide 64-bit processor scalability while combining real-time control with soft and hard engines for graphics, video, waveform, and FPGA acceleration, using a Trenz TE0820 “SoM”. HARDWARE FEATURES 4 Multiprocessor system ZU4EV TEO820-ZU4EV
HARDWARE FEATURES Connectivity:  FM191-R; FMC-LPC to:  15x Digital I/Os [DB9]  12x Analogue Inputs [DB9]  8x Analogue Outputs [DB9]  1x Expansion [SEIC]  FM191-U; SEIC to:  4x USB3.0 [USB-c]  28x GPIO [40-pin GPIO]  FM191-A1; 40-pin GPIO  28x GPIO [DB9] 5FM191 I/O interfaces
A custom enclosure was specially designed for accommodating the VCS-1 system, called PC104-Blade 6 HARDWARE FEATURES Rugged Enclosure
The VCS-1 is compatible with a wide range of sensors, like: Depth sensor. Interface USB3.0 Intel RealSense - D435 SENSORS COMPATIBILITY 7 Tracking sensor. Interface USB3.0 Intel RealSense – T265
INDUSTRY COMPATIBILITY VCS-1 features:  Raspberry Pi version 3 model B and Arduino compatible  Compatible with most of the Arduino/Raspberry Pi sensors and actuators  USB3.0 & Ethernet ports for interfacing with a wide range of sensors 8
HARDWARE DEBUG TOOLS 9 VCS hardware debugging is easy with industry standard JTAG directedly into the Zynq MPSoC  TULIPP’s LynSyn Power Monitor & Toolchain  http://bit.ly/VCS_Lynsyn  http://bit.ly/VCS_Tulipp_Toolchain  Xilinx JTAG Platform Hardware Cable  http://bit.ly/VCS_JTAG_Cable  Xilinx JTAG SmartLynq Cable  http://bit.ly/VCS_SmartLynq_Cable
OPEN SOURCE Open Source and online documentation:  CERN’s Open Hardware Repository  http://bit.ly/VCS_OHR  VCS Hardware  http://bit.ly/VCS_Hardware  VCS Software  http://bit.ly/VCS_Software  VCS Firmware  http://bit.ly/VCS_FM191_firmware 10
VCS-1 DEVELOPMENT TOOLS VCS’s “Processing System” (PS) running within the ARM A53 CPUs, is supported by Linux: ► http://bit.ly/VCS_Xilinx_Linux ► https://ubuntu.com/ VCS has a version of Ubuntu 16.04 LTS and 18.04 LTS ported and for free download. Xilinx also offers free option of an embedded Linux for Zynq, called PetaLinux: ► http://bit.ly/VCS_Peta_Linux The VCS’s “Programable Logic” (PL) – that is the ‘classic’ FPGA fabric - is supported by the free WebPACK & SD-SoC environment from Xilinx: ► http://bit.ly/VCS_Vivado_Zynq ► http://bit.ly/VCS_C_to_VHDL_SDSoC 11
PROGRAMMING TOOLS  MQTT compatible  OASIS standard  Machine-to-machine (M2M)/"Internet of Things" connectivity protocol.  OpenCV compatible  Open source computer vision and machine learning software library.  ROS compatible  The Robot Operating System (ROS) is a set of software libraries and tools that helps building robot applications.  ROS2 ready  PYNQ compatible  PYNQ is an open-source project from Xilinx that is utilizing Python & Jupyter to make it easy to design embedded systems with Zynq 12
 The Xilinx Edge-AI Platform provides comprehensive tools and models which utilize unique deep compression and hardware-accelerated Deep Learning technology.  The platform provides efficient, convenient and economical inference deployments for embedded-CPU-based FPGAs.  The Xilinx AI team consists of renowned researchers and experienced professionals known for their pioneering work in the field of deep learning. 13 EDGE-AI Xilinx Edge - AI The VCS-1 is fully compatible with the Xilinx Edge-AI.
Key Features Provides a complete set of toolchains with compression, compilation, deployment and profiling. Supports mainstream frameworks and the latest models capable of diverse deep learning tasks Provides a lightweight standard C/C++ programming API (no RTL programming knowledge required) Scalable board support from cost-optimized to performance-driven platforms Supports system integration with both SDSoC and Vivado DNNDK consists of: DEep ComprEssioN Tool (DECENT) Deep Neural Network Compiler (DNNC) Neural Network Runtime (N2Cube) Profiler 14 EDGE-AI Xilinx-DPU DNNDK™ (Deep Neural Network Development Kit)
15 EDGE-AI Xilinx Edge-AI Frameworks Xilinx Edge-AI Platform supports a number of industry-standard frameworks • TensorFlow is an open-source framework developed by Google. • CAFFE is an open-source framework developed at UC Berkley. • Darknet is an open-source framework developed by Joseph Redmon. • Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow.
16 EDGE-AI Models
17 APPLICATIONS HTTP://BIT.LY/VCS1_SLAM http://bit.ly/VCS_Edge-AI
18 HTTP://BIT.LY/VCS1_NDVI HTTP://BIT.LY/VCS1_NN VCS-1 APPLICATIONS
19 VCS-1 APPLICATIONS HTTP://BIT.LY/VCS1_VINESCOUT
20 HTTP://BIT.LY/VINESCOUT_VCS_SUMMIT_XL HTTP://BIT.LY/TULLIP_USE_CASE_UAV VCS-1 APPLICATIONS
VCS-1 ENDORSEMENT 21
VCS-1 ENDORSEMENT 22 http://semfire.ingeniarius.pt/
SUMMARY The VCS-1 has the following characteristics: 1. High performance, using ‘state-of-the-art’ Xilinx Zynq MPSoC 2. Low power consumption (typical 10W) 3. Highly compatible with a wide range of commercially available sensors and actuators 4. Highly optimised for computer vision applications, embedded AI and Deep Learning 5. Fully reconfigurable and expandable using PC/104 form-factor (90mm x 96mm) 6. Compatible with the most common Linux distros (I.e. Ubuntu, Debian, RedHat, CentOS, etc.) 7. Software support for ROS and MQTT 8. Python and C/C++ support 23
WHAT’S NEXT ?  Research topics:  Object detection, changes detection, visual-servoing  Autonomous navigation, object grasping  2D>3D Pose estimation, perception, AI in robotics  Sundance University Program (SUP)  Access to hardware prototypes  Advisory Board Members  BSC/MSc/PhD Internships  R&D Project proposals  H2020, Innovate-UK, EuroSTARS  EPSRC/BBSRC/UKRI/SPRINT  https://www.smartagrihubs.eu/portal/network Want to know more about Sundance in R&D Projects ? https://www.sundance.com/sundance-in-eu-projects-programs/ 24
WHAT’S NEXT ? 25
WHAT’S NEXT ? 26
27 Sundance Multiprocessor Technology, Ltd. Pedro Machado Pedro.M@sundance.com Flemming Christensen Flemming.C@sundance.com www.SUNDANCE.com

Empfohlen

VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPVF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPSundance Multiprocessor Technology Ltd.
 
TULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRITULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRISundance Multiprocessor Technology Ltd.
 
TULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventTULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventSundance Multiprocessor Technology Ltd.
 
RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V International
 
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaArm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaLinaro
 
Secure IoT Firmware for RISC-V
Secure IoT Firmware for RISC-VSecure IoT Firmware for RISC-V
Secure IoT Firmware for RISC-VRISC-V International
 
Andes RISC-V processor solutions
Andes RISC-V processor solutionsAndes RISC-V processor solutions
Andes RISC-V processor solutionsRISC-V International
 
Andes RISC-V vector extension demystified-tutorial
Andes RISC-V vector extension demystified-tutorialAndes RISC-V vector extension demystified-tutorial
Andes RISC-V vector extension demystified-tutorialRISC-V International
 

Empfohlen

VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPVF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSP
VF360 OpenVPX Board w. Altera Stratix and TI KeyStone DSPSundance Multiprocessor Technology Ltd.
 
TULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRITULIPP Starter Kit – AGRI
TULIPP Starter Kit – AGRISundance Multiprocessor Technology Ltd.
 
TULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventTULIPP at the 10th Intelligent Imaging Event
TULIPP at the 10th Intelligent Imaging EventSundance Multiprocessor Technology Ltd.
 
RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V growth and successes in technology and industry - embedded world 2021
RISC-V growth and successes in technology and industry - embedded world 2021RISC-V International
 
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaArm Architecture HPC Workshop Santa Clara 2018 - Kanta Vekaria
Arm Architecture HPC Workshop Santa Clara 2018 - Kanta VekariaLinaro
 
Secure IoT Firmware for RISC-V
Secure IoT Firmware for RISC-VSecure IoT Firmware for RISC-V
Secure IoT Firmware for RISC-VRISC-V International
 
Andes RISC-V processor solutions
Andes RISC-V processor solutionsAndes RISC-V processor solutions
Andes RISC-V processor solutionsRISC-V International
 
Andes RISC-V vector extension demystified-tutorial
Andes RISC-V vector extension demystified-tutorialAndes RISC-V vector extension demystified-tutorial
Andes RISC-V vector extension demystified-tutorialRISC-V International
 
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Linaro
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemRISC-V International
 
Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...RISC-V International
 
Chips alliance omni xtend overview
Chips alliance omni xtend overviewChips alliance omni xtend overview
Chips alliance omni xtend overviewRISC-V International
 
Building an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystemsBuilding an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystemsRISC-V International
 
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...RISC-V International
 
RISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmwareRISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmwareRISC-V International
 
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloDeep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloLinaro
 
Andes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmpAndes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmpRISC-V International
 
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...Linaro
 
System Design on Zynq using SDSoC
System Design on Zynq using SDSoCSystem Design on Zynq using SDSoC
System Design on Zynq using SDSoCSundance Multiprocessor Technology Ltd.
 
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraHuawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraLinaro
 
Educating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VEducating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VRISC-V International
 
Coco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp usCoco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp usRISC-V International
 
An open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresAn open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresRISC-V International
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresRISC-V International
 
Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...RISC-V International
 
Closing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzingClosing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzingRISC-V International
 
Gernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundationGernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundationRISC-V International
 
Semi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V coresSemi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V coresRISC-V International
 
Sundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision RoboticsSundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision RoboticsSundance Multiprocessor Technology Ltd.
 
HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri Tulipp. Eu
 

Weitere ähnliche Inhalte

Was ist angesagt?

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Linaro
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemRISC-V International
 
Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...RISC-V International
 
Chips alliance omni xtend overview
Chips alliance omni xtend overviewChips alliance omni xtend overview
Chips alliance omni xtend overviewRISC-V International
 
Building an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystemsBuilding an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystemsRISC-V International
 
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...RISC-V International
 
RISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmwareRISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmwareRISC-V International
 
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloDeep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloLinaro
 
Andes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmpAndes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmpRISC-V International
 
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...Linaro
 
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraHuawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraLinaro
 
Educating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VEducating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VRISC-V International
 
Coco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp usCoco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp usRISC-V International
 
An open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresAn open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresRISC-V International
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresRISC-V International
 
Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...RISC-V International
 
Closing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzingClosing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzingRISC-V International
 
Gernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundationGernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundationRISC-V International
 
Semi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V coresSemi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V coresRISC-V International
 

Was ist angesagt? (20)

Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
Intelligent Interconnect Architecture to Enable Next Generation HPC - Linaro ...
 
Fueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystemFueling the datasphere how RISC-V enables the storage ecosystem
Fueling the datasphere how RISC-V enables the storage ecosystem
 
Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...Tech talk with lampro mellon an open source solution for accelerating verific...
Tech talk with lampro mellon an open source solution for accelerating verific...
 
Chips alliance omni xtend overview
Chips alliance omni xtend overviewChips alliance omni xtend overview
Chips alliance omni xtend overview
 
Building an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystemsBuilding an open control stack for quantum computers using RISC-V ecosystems
Building an open control stack for quantum computers using RISC-V ecosystems
 
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
Esperanto accelerates machine learning with 1000+ low power RISC-V cores on a...
 
RISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmwareRISC-V 30906 hex five multi_zone iot firmware
RISC-V 30906 hex five multi_zone iot firmware
 
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea GalloDeep Learning Neural Network Acceleration at the Edge - Andrea Gallo
Deep Learning Neural Network Acceleration at the Edge - Andrea Gallo
 
Andes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmpAndes building a secure platform with the enhanced iopmp
Andes building a secure platform with the enhanced iopmp
 
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
It just keeps getting better - SUSE enablement for Arm - Linaro HPC Workshop ...
 
System Design on Zynq using SDSoC
System Design on Zynq using SDSoCSystem Design on Zynq using SDSoC
System Design on Zynq using SDSoC
 
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua MoraHuawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
Huawei’s requirements for the ARM based HPC solution readiness - Joshua Mora
 
Educating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-VEducating the computer architects of tomorrow's critical systems with RISC-V
Educating the computer architects of tomorrow's critical systems with RISC-V
 
Coco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp usCoco co-desing and co-verification of masked software implementations on cp us
Coco co-desing and co-verification of masked software implementations on cp us
 
An open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V coresAn open flow for dn ns on ultra low-power RISC-V cores
An open flow for dn ns on ultra low-power RISC-V cores
 
SemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable CoresSemiDynamics new family of High Bandwidth Vector-capable Cores
SemiDynamics new family of High Bandwidth Vector-capable Cores
 
Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...Tech talk with Antmicro - Building your world out of blocks with renode and l...
Tech talk with Antmicro - Building your world out of blocks with renode and l...
 
Closing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzingClosing the RISC-V compliance gap via fuzzing
Closing the RISC-V compliance gap via fuzzing
 
Gernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundationGernot heiser unsw sydney and se l4 foundation
Gernot heiser unsw sydney and se l4 foundation
 
Semi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V coresSemi dynamics high bandwidth vector capable RISC-V cores
Semi dynamics high bandwidth vector capable RISC-V cores
 

Ähnlich wie Sundance at the 49th Intelligent Sensing Program

HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri Tulipp. Eu
 
HiPEAC Computing Systems Week 2022_Mario Porrmann presentation
HiPEAC Computing Systems Week 2022_Mario Porrmann presentationHiPEAC Computing Systems Week 2022_Mario Porrmann presentation
HiPEAC Computing Systems Week 2022_Mario Porrmann presentationVEDLIoT Project
 
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P..."OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...Edge AI and Vision Alliance
 
Introduction to the new MediaTek LinkIt™ Development Platform for RTOS
Introduction to the new MediaTek LinkIt™ Development Platform for RTOSIntroduction to the new MediaTek LinkIt™ Development Platform for RTOS
Introduction to the new MediaTek LinkIt™ Development Platform for RTOSMediaTek Labs
 
HiPEAC 2022_Marco Tassemeier presentation
HiPEAC 2022_Marco Tassemeier presentationHiPEAC 2022_Marco Tassemeier presentation
HiPEAC 2022_Marco Tassemeier presentationVEDLIoT Project
 
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...Edge AI and Vision Alliance
 
Seminar Accelerating Business Using Microservices Architecture in Digital Age...
Seminar Accelerating Business Using Microservices Architecture in Digital Age...Seminar Accelerating Business Using Microservices Architecture in Digital Age...
Seminar Accelerating Business Using Microservices Architecture in Digital Age...PT Datacomm Diangraha
 
Srikanth_PILLI_CV_latest
Srikanth_PILLI_CV_latestSrikanth_PILLI_CV_latest
Srikanth_PILLI_CV_latestSrikanth Pilli
 
AXONIM 2018 embedded systems development
AXONIM 2018 embedded systems developmentAXONIM 2018 embedded systems development
AXONIM 2018 embedded systems developmentVitaliy Bozhkov ✔
 
Icareus Playout Compact HbbTV Lab Solution Presentation
Icareus Playout Compact HbbTV Lab Solution PresentationIcareus Playout Compact HbbTV Lab Solution Presentation
Icareus Playout Compact HbbTV Lab Solution PresentationJessica Glad
 
Embedded services by Faststream Technologies
Embedded services by Faststream TechnologiesEmbedded services by Faststream Technologies
Embedded services by Faststream TechnologiesHari Narayana
 
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...Moschip
 
Richard Bronson Full Resume 2015
Richard Bronson Full Resume 2015Richard Bronson Full Resume 2015
Richard Bronson Full Resume 2015Richard Bronson
 
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processor
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processorUplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processor
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processorSatya Harish
 
AXONIM 2018 industrial automation technical support
AXONIM 2018 industrial automation technical supportAXONIM 2018 industrial automation technical support
AXONIM 2018 industrial automation technical supportVitaliy Bozhkov ✔
 

Ähnlich wie Sundance at the 49th Intelligent Sensing Program (20)

Sundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision RoboticsSundance VCS-1 for Precision Robotics
Sundance VCS-1 for Precision Robotics
 
HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri HiPEAC 2019 Workshop - Hardware Starter Kit Agri
HiPEAC 2019 Workshop - Hardware Starter Kit Agri
 
Re-Vision stack presentation
Re-Vision stack presentationRe-Vision stack presentation
Re-Vision stack presentation
 
Review of QNX
Review of QNXReview of QNX
Review of QNX
 
HiPEAC Computing Systems Week 2022_Mario Porrmann presentation
HiPEAC Computing Systems Week 2022_Mario Porrmann presentationHiPEAC Computing Systems Week 2022_Mario Porrmann presentation
HiPEAC Computing Systems Week 2022_Mario Porrmann presentation
 
Teksun Corporate Overview 2014
Teksun Corporate Overview 2014Teksun Corporate Overview 2014
Teksun Corporate Overview 2014
 
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P..."OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...
"OpenCV on Zynq: Accelerating 4k60 Dense Optical Flow and Stereo Vision," a P...
 
Introduction to the new MediaTek LinkIt™ Development Platform for RTOS
Introduction to the new MediaTek LinkIt™ Development Platform for RTOSIntroduction to the new MediaTek LinkIt™ Development Platform for RTOS
Introduction to the new MediaTek LinkIt™ Development Platform for RTOS
 
HiPEAC 2022_Marco Tassemeier presentation
HiPEAC 2022_Marco Tassemeier presentationHiPEAC 2022_Marco Tassemeier presentation
HiPEAC 2022_Marco Tassemeier presentation
 
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...
“Khronos Standard APIs for Accelerating Vision and Inferencing,” a Presentati...
 
Seminar Accelerating Business Using Microservices Architecture in Digital Age...
Seminar Accelerating Business Using Microservices Architecture in Digital Age...Seminar Accelerating Business Using Microservices Architecture in Digital Age...
Seminar Accelerating Business Using Microservices Architecture in Digital Age...
 
Sundance's presentation at B:RAI 2020
Sundance's presentation at B:RAI 2020Sundance's presentation at B:RAI 2020
Sundance's presentation at B:RAI 2020
 
Srikanth_PILLI_CV_latest
Srikanth_PILLI_CV_latestSrikanth_PILLI_CV_latest
Srikanth_PILLI_CV_latest
 
AXONIM 2018 embedded systems development
AXONIM 2018 embedded systems developmentAXONIM 2018 embedded systems development
AXONIM 2018 embedded systems development
 
Icareus Playout Compact HbbTV Lab Solution Presentation
Icareus Playout Compact HbbTV Lab Solution PresentationIcareus Playout Compact HbbTV Lab Solution Presentation
Icareus Playout Compact HbbTV Lab Solution Presentation
 
Embedded services by Faststream Technologies
Embedded services by Faststream TechnologiesEmbedded services by Faststream Technologies
Embedded services by Faststream Technologies
 
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...
Semiconductor Design Services, IoT Solutions, IoT Consulting, IoT Solutions a...
 
Richard Bronson Full Resume 2015
Richard Bronson Full Resume 2015Richard Bronson Full Resume 2015
Richard Bronson Full Resume 2015
 
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processor
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processorUplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processor
UplinQ - ubuntu linux on the qualcomm® snapdragon™ 600 processor
 
AXONIM 2018 industrial automation technical support
AXONIM 2018 industrial automation technical supportAXONIM 2018 industrial automation technical support
AXONIM 2018 industrial automation technical support
 

Mehr von Sundance Multiprocessor Technology Ltd.

TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookTULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookSundance Multiprocessor Technology Ltd.
 

Mehr von Sundance Multiprocessor Technology Ltd. (18)

Sundance Perception Blade
Sundance Perception BladeSundance Perception Blade
Sundance Perception Blade
 
Sundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent UniversitySundance TULIPP Workshop at Nottingham Trent University
Sundance TULIPP Workshop at Nottingham Trent University
 
Moving object detection on FPGA
Moving object detection on FPGAMoving object detection on FPGA
Moving object detection on FPGA
 
ANPR FPGA Workshop
ANPR FPGA WorkshopANPR FPGA Workshop
ANPR FPGA Workshop
 
E3MV - Embedded Vision - Sundance
E3MV - Embedded Vision - SundanceE3MV - Embedded Vision - Sundance
E3MV - Embedded Vision - Sundance
 
HiPEAC 2018 - CPS, why all the fuss?
HiPEAC 2018 - CPS, why all the fuss?HiPEAC 2018 - CPS, why all the fuss?
HiPEAC 2018 - CPS, why all the fuss?
 
Sundance HiPEAC 2018 Presentation
Sundance HiPEAC 2018 PresentationSundance HiPEAC 2018 Presentation
Sundance HiPEAC 2018 Presentation
 
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing HandbookTULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
TULIPP - Leaving a legacy: The ultimate Low-Power Image Processing Handbook
 
TULIPP at NMI 18-5-17
TULIPP at NMI 18-5-17TULIPP at NMI 18-5-17
TULIPP at NMI 18-5-17
 
Open VPX Tutorial
Open VPX TutorialOpen VPX Tutorial
Open VPX Tutorial
 
Stack PC in PC104 Land
Stack PC in PC104 LandStack PC in PC104 Land
Stack PC in PC104 Land
 
EMC2 Xilinx SDSoC presentation
EMC2 Xilinx SDSoC presentationEMC2 Xilinx SDSoC presentation
EMC2 Xilinx SDSoC presentation
 
Pc 104 series 1 application showcase
Pc 104 series 1 application showcasePc 104 series 1 application showcase
Pc 104 series 1 application showcase
 
Pc 104 express w. virtex 5-2014_5
Pc 104 express w. virtex 5-2014_5Pc 104 express w. virtex 5-2014_5
Pc 104 express w. virtex 5-2014_5
 
DM8168 Dual SuperHD image capture using DaVinci
DM8168 Dual SuperHD image capture using DaVinciDM8168 Dual SuperHD image capture using DaVinci
DM8168 Dual SuperHD image capture using DaVinci
 
Fixed-point Multi-Core DSP Application Examples
Fixed-point Multi-Core DSP Application ExamplesFixed-point Multi-Core DSP Application Examples
Fixed-point Multi-Core DSP Application Examples
 
Fixed-point Multi-Core DSP Platform
Fixed-point Multi-Core DSP PlatformFixed-point Multi-Core DSP Platform
Fixed-point Multi-Core DSP Platform
 
Sundance Profile 2014
Sundance Profile 2014Sundance Profile 2014
Sundance Profile 2014
 

Kürzlich hochgeladen

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxKatpro Technologies
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 

Kürzlich hochgeladen (20)

A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptxFactors to Consider When Choosing Accounts Payable Services Providers.pptx
Factors to Consider When Choosing Accounts Payable Services Providers.pptx
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 

Sundance at the 49th Intelligent Sensing Program

  • 1. 49th Intelligent Sensing Program Sensing in Precision (Digital) Agriculture Sundance Multiprocessor Technology Ltd.
  • 2. THE COMPANY Established in 1989 by Flemming CHRISTENSEN • Employee Owned and a ’Life-Style’ company • 12x people with 300+ years experince • 4x with accredited Xilinx FPGA training • Always designed and built our own products • BSI - ISO9001-2015 certified, since 2003 Techology Focus • Acceleration & Vision, • Sensor & Robotics 2
  • 3. • Overview • Hardware features • Sensors compatibility • Industry compatibility • Open software and firmware • PYNQ (Python) support • EDGE AI support • Applications • Endorsement • Summary • What Next? 3 OVERVIEW OF THE VCS-1 SYSTEM
  • 4. A Xilinx Zynq MPSoC is the ‘heart’ of VCS-1 and provide 64-bit processor scalability while combining real-time control with soft and hard engines for graphics, video, waveform, and FPGA acceleration, using a Trenz TE0820 “SoM”. HARDWARE FEATURES 4 Multiprocessor system ZU4EV TEO820-ZU4EV
  • 5. HARDWARE FEATURES Connectivity:  FM191-R; FMC-LPC to:  15x Digital I/Os [DB9]  12x Analogue Inputs [DB9]  8x Analogue Outputs [DB9]  1x Expansion [SEIC]  FM191-U; SEIC to:  4x USB3.0 [USB-c]  28x GPIO [40-pin GPIO]  FM191-A1; 40-pin GPIO  28x GPIO [DB9] 5FM191 I/O interfaces
  • 6. A custom enclosure was specially designed for accommodating the VCS-1 system, called PC104-Blade 6 HARDWARE FEATURES Rugged Enclosure
  • 7. The VCS-1 is compatible with a wide range of sensors, like: Depth sensor. Interface USB3.0 Intel RealSense - D435 SENSORS COMPATIBILITY 7 Tracking sensor. Interface USB3.0 Intel RealSense – T265
  • 8. INDUSTRY COMPATIBILITY VCS-1 features:  Raspberry Pi version 3 model B and Arduino compatible  Compatible with most of the Arduino/Raspberry Pi sensors and actuators  USB3.0 & Ethernet ports for interfacing with a wide range of sensors 8
  • 9. HARDWARE DEBUG TOOLS 9 VCS hardware debugging is easy with industry standard JTAG directedly into the Zynq MPSoC  TULIPP’s LynSyn Power Monitor & Toolchain  http://bit.ly/VCS_Lynsyn  http://bit.ly/VCS_Tulipp_Toolchain  Xilinx JTAG Platform Hardware Cable  http://bit.ly/VCS_JTAG_Cable  Xilinx JTAG SmartLynq Cable  http://bit.ly/VCS_SmartLynq_Cable
  • 10. OPEN SOURCE Open Source and online documentation:  CERN’s Open Hardware Repository  http://bit.ly/VCS_OHR  VCS Hardware  http://bit.ly/VCS_Hardware  VCS Software  http://bit.ly/VCS_Software  VCS Firmware  http://bit.ly/VCS_FM191_firmware 10
  • 11. VCS-1 DEVELOPMENT TOOLS VCS’s “Processing System” (PS) running within the ARM A53 CPUs, is supported by Linux: ► http://bit.ly/VCS_Xilinx_Linux ► https://ubuntu.com/ VCS has a version of Ubuntu 16.04 LTS and 18.04 LTS ported and for free download. Xilinx also offers free option of an embedded Linux for Zynq, called PetaLinux: ► http://bit.ly/VCS_Peta_Linux The VCS’s “Programable Logic” (PL) – that is the ‘classic’ FPGA fabric - is supported by the free WebPACK & SD-SoC environment from Xilinx: ► http://bit.ly/VCS_Vivado_Zynq ► http://bit.ly/VCS_C_to_VHDL_SDSoC 11
  • 12. PROGRAMMING TOOLS  MQTT compatible  OASIS standard  Machine-to-machine (M2M)/"Internet of Things" connectivity protocol.  OpenCV compatible  Open source computer vision and machine learning software library.  ROS compatible  The Robot Operating System (ROS) is a set of software libraries and tools that helps building robot applications.  ROS2 ready  PYNQ compatible  PYNQ is an open-source project from Xilinx that is utilizing Python & Jupyter to make it easy to design embedded systems with Zynq 12
  • 13.  The Xilinx Edge-AI Platform provides comprehensive tools and models which utilize unique deep compression and hardware-accelerated Deep Learning technology.  The platform provides efficient, convenient and economical inference deployments for embedded-CPU-based FPGAs.  The Xilinx AI team consists of renowned researchers and experienced professionals known for their pioneering work in the field of deep learning. 13 EDGE-AI Xilinx Edge - AI The VCS-1 is fully compatible with the Xilinx Edge-AI.
  • 14. Key Features Provides a complete set of toolchains with compression, compilation, deployment and profiling. Supports mainstream frameworks and the latest models capable of diverse deep learning tasks Provides a lightweight standard C/C++ programming API (no RTL programming knowledge required) Scalable board support from cost-optimized to performance-driven platforms Supports system integration with both SDSoC and Vivado DNNDK consists of: DEep ComprEssioN Tool (DECENT) Deep Neural Network Compiler (DNNC) Neural Network Runtime (N2Cube) Profiler 14 EDGE-AI Xilinx-DPU DNNDK™ (Deep Neural Network Development Kit)
  • 15. 15 EDGE-AI Xilinx Edge-AI Frameworks Xilinx Edge-AI Platform supports a number of industry-standard frameworks • TensorFlow is an open-source framework developed by Google. • CAFFE is an open-source framework developed at UC Berkley. • Darknet is an open-source framework developed by Joseph Redmon. • Keras is a high-level neural networks API, written in Python and capable of running on top of TensorFlow.
  • 23. SUMMARY The VCS-1 has the following characteristics: 1. High performance, using ‘state-of-the-art’ Xilinx Zynq MPSoC 2. Low power consumption (typical 10W) 3. Highly compatible with a wide range of commercially available sensors and actuators 4. Highly optimised for computer vision applications, embedded AI and Deep Learning 5. Fully reconfigurable and expandable using PC/104 form-factor (90mm x 96mm) 6. Compatible with the most common Linux distros (I.e. Ubuntu, Debian, RedHat, CentOS, etc.) 7. Software support for ROS and MQTT 8. Python and C/C++ support 23
  • 24. WHAT’S NEXT ?  Research topics:  Object detection, changes detection, visual-servoing  Autonomous navigation, object grasping  2D>3D Pose estimation, perception, AI in robotics  Sundance University Program (SUP)  Access to hardware prototypes  Advisory Board Members  BSC/MSc/PhD Internships  R&D Project proposals  H2020, Innovate-UK, EuroSTARS  EPSRC/BBSRC/UKRI/SPRINT  https://www.smartagrihubs.eu/portal/network Want to know more about Sundance in R&D Projects ? https://www.sundance.com/sundance-in-eu-projects-programs/ 24
  • 27. 27 Sundance Multiprocessor Technology, Ltd. Pedro Machado Pedro.M@sundance.com Flemming Christensen Flemming.C@sundance.com www.SUNDANCE.com