Realtime Platforms
Originally developed for smartphones and tablet computers, high-performance, hybrid multi-core processors are now increasingly being used in embedded systems. Because they contain a number of different processor cores (CPUs, GPUs and DSPs), they are particularly suitable for calculation-intensive applications such as video, audio and multimedia processing or rapid measurement systems which do not require additional dedicated hardware. Real-time operating systems and optimal process distribution across a number of different cores, each with its own programming model, are the key challenges in this area.
Embedded High Performance Multimedia Blog
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Linux Driver for LT6911UXC HDMI to MIPI CSI-2 now available for Linux for Tegra R36.X
The ZHAW Institure for Embedded Systems (InES) is happy to announce the new and revided version of the Lontium LT6911UXC driver compatible with the newest Jetson Linux version L4T R36.X. The driver ...
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High-Performance Software-Defined Networking on ARM SoC
High-Speed Data Flow in the Operating Room with Software-Defined Networking The Institute of Embedded Systems (InES), High Performance Multimedia Group has taken a leap forward in high-speed data ...
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Train Analog Devices MAX78002 directly from Jupyter Notebook
For the past several months, we have been deep in the trenches with the ai8x-training tool and the training of various Convolutional Neural Network (CNN) architectures tailored explicitly for the ...
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Nvidia Jetson Orin NX Modular Vision System
The Institute of Embedded Systems (InES) at ZHAW, with great experience in hardware and software development for NVIDIA Jetson computing modules, is presenting the successor of the NVIDIA Jetson AGX ...
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Running Artificial Intelligence Algorithms Directly on Jetson Nano and Microcontrollers
Running artificial intelligence (AI) algorithms, such as neural networks, directly on embedded devices has many advantages compared to running them in the cloud: One can save significant amounts of ...
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USBC2: USB-C Two Port Card
USBC2: USB-C Two Port Card Technical Data: USB Type-C V1.0Uses Xavier AGX USB MACs Availability: In stock, request quote
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NWG1: 1Gbit Ethernet Card
Technical Data: GbE transceiver1000BASE-T, 100BASE-TX and 10BASE-TBased on Marvel 88E1512 Availability: In Stock, request a quote
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FPDI4: FPD-Link III four Input Card
FPDI4: FPD-Link III four Input Card Technical Data: CSI-2 data rate scalable to 400/800 Mbps/1.5 Gbps/1.6 GbpsAllows connection of four active sensorsPower over coaxSupports single ended coaxial ...
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HDMI4KO2: 4k HDMI two Output Card
HDMI4KO2: 4k HDMI two Output Card Technical Data: 2 x HDMI Type A HDMI2.04k@60fps Availability: In stock, request a quote
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AGXC512: Modular Carrier Board for NVIDIA Jetson AGX
AGXC512:Modular Carrier Board for NVIDIA Jetson AGX(Jetson AGX and carrier boards not included) Technical Data: Power 12V1 x HDMI2.0 Output1 x USB 3.01 x USB 2.01 x USB-C1 x PCIe E-Key slot2 x ...
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HDMI4KI2: 4k HDMI two Input Card
Technical Data: HDMI2.0b, HDMI1.4compliant with HDCP2.24k@30fps2k@ 60fpsYcBCr4:2:2, 16/20/24-bitRGB, 16/20/24-bitBased on Lontium LT6911UXCNVIDIA Jetson driver available Availability: In Stock, ...
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Jamulus-Direct low latency music performance application for RaspberryPi 4
The Institute of Embedded Systems (InES) High Performance Multimedia group generated a low latency version of the classic Jamulus music rehearsal application for the Raspberry Pi 4 The classic ...
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Nvidia Xavier-AGX Multimedia Prototyping System
The Institute of Embedded Systems (InES) at ZHAW, with great experience in hardware development for NVIDIA computing modules, developed a rapid prototyping system for the NVIDIA Xavier AGX. To ...
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Linux Driver for the LT6911UXC HDMI to MIPI CSI-2 Converter
The ZHAW Institute of Embedded Systems (InES), High Performance Multimedia Group, developed a 4k video for Linux driver for the Lontium LT6911UXC HDMI to MIPI CSI-2 converter IC.The driver was written ...
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Secure Boot Concept for the Zynq Ultrascale+ MPSoC
The complexity of today’s multiprocessor System-on-Chip (MPSoC) can lead to major security risks in embedded designs, as the available security functions are often not or insufficiently ...
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Linux Driver for TI DS90UB95x FPD-Link III serializer and deserializer
The Institute of Embedded Systems at ZHAW developed a driver for the deserializer DS90UB954 and serializer DS90UB953 from Texas Instruments. The driver was tested on the RaspberryPi 4, NVIDIA Nano ...
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Power over Coax FPD-Link III Link Streaming Adapter for Raspberry PI CSI-Interface
The Institute of Embedded Systems at ZHAW has developed an open source adapter which allows streaming of a CSI-2 Camera interface to a Raspberry Pi. This allows connecting cameras with CSI interface ...
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Deep Learning for Classifying Food Waste
Amin MazloumianHans-Joachim GelkeMatthias Rosenthal Institute of Embedded Systems Zurich University of Applied Sciences Zurich, Switzerland amin.mazloumian@zhaw.ch One third of food produced in ...
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Artificial Intelligence on Microcontrollers
Using artificial intelligence algorithms, specifically neural networks on microcontrollers offers several possibilities but reveals challenges: limited memory, low computing power and no operating ...
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ZNNN the Framework to Port Neural Networks to FPGA
BY TOBIAS WELTI AND HANS-JOACHIM GELKE Due to their hardware architecture, Field Programmable Gate Arrays (FPGAs) are optimally suited for the execution of machine learning algorithms. These ...