artificial intelligence News - CNX Software

April 25, 2024April 25, 2024 by Jean-Luc Aufranc (CNXSoft) - No Comments

IBASE ISR500 fanless Edge AI computer and digital signage player features MediaTek Genio 510 or 700 SoC

IBASE Technology ISR500 is a fanless digital signage player and Edge AI computer powered by either a MediaTek Genio 510 hexa-core Cortex-A78/A55 processor or Genio 720 octa-core Cortex-A78/A55 SoC with a real-time AI performance up to 3.2 TOPS. The system ships with 4GB RAM and 64GB eMMC flash, features two HDMI video outputs, a gigabit Ethernet port, a few USB ports, a 3.5mm audio jack, a COM port, and an M.2 socket for wireless expansion. IBASE ISR500 specifications: SoC (one or the other) MediaTek Genio 700 (MT8390) Octa-core CPU – Dual-core Cortex-A78 @ 2.2GHz with 256KB L2 cache, hexa-core Cortex-A55 @ 2.0GHz with 128KB L2 cache, shared 2MB L3 cache GPU – Arm Mali-G57 MC3 with support for OpenGL ES 1.1/2.0/3.2, Vulkan 1.0/1.1, OpenCL 2.2 AI accelerator – Tensilica VP6 MediaTek APU 3.0 up to 3.2 TOPS VPU Video Encode – 4Kp30 H.265/H.264 Video Decode – 4Kp75, AV1, VP9, H.265/H.264 […]

April 24, 2024April 24, 2024 by Jean-Luc Aufranc (CNXSoft) - No Comments

STMicro LSM6DSV32X Edge AI motion sensor aims to extend battery life in wearables, trackers, and activity monitors

STMicro LSM6DSV32X is a new low-power 6-axis inertial module with the company’s machine-learning core (MLC) with AI algorithms based on decision trees, a 3-axis accelerometer with a full-scale range of 32g, and a 4000 degrees-per-second gyroscope designed to measure intensive movements, impacts, and freefall height (estimation). The features of the sensors enable it to lower the power consumption for functions such as gym-activity recognition to under 6µA, while 3D orientation tracking consumes just 30µA when using STMicro’s Sensor Fusion Low-Power (SFLP) algorithm. It will be found in a range of battery-powered devices such as consumer wearables, asset trackers, and impact and fall alarms for workers or the elderly. STMicro LSM6DSV32X specifications: Triple-channel architecture for UI (user interface), EIS, and OIS data processing Data storage – Smart FIFO up to 4.5 KB Sensors Accelerometer – ±4/±8/±16/±32 g full scale Gyroscope – ±125/±250/±500/±1000/±2000/±4000 dps full scale Embedded temperature sensor Host interfaces SPI, […]

April 24, 2024April 23, 2024 by Dennis Mwihia - No Comments

Ambarella CV75S AI SoC brings Vision Language Models (VLM) and Vision Transformer Networks to cameras

Ambarella has been expanding its AI SoC portfolio, and the latest addition is the CV75S family of 5nm chips. The company claims this family introduces the most cost- and power-efficient SoC option for running the latest AI-based image processing like vision language models (VLMs) and vision transformer networks in security, robotics, conferencing, and sports cameras. The CV75S family is the first in Ambarella’s lineup to integrate the latest CVflow 3.0 AI engine, which results in 3 times the performance compared to the former generation. CVflow 3.0 is a chip architecture designed based on a deep understanding of the core computer vision algorithms. It features a dedicated vision-processing engine that Ambarella has programmed using a high-level algorithm description and works with Tensorflow, Caffe, and PyTorch. This engine enables the SoC to perform trillions of operations each second at a fraction of the power consumption of leading GPUs and general-purpose CPU solutions. These chips also […]

April 21, 2024April 21, 2024 by Jean-Luc Aufranc (CNXSoft) - 15 Comments

Rockchip RK3588’s NPU open-source driver performs object detection at 30 FPS

Tomeu Vizoso has been working on an open-source driver for NPU (Neural Processing Unit) found in Rockchip RK3588 SoC in the last couple of months, and the project has nicely progressed with object detection working fine at 30 fps using the SSDLite MobileDet model and just one of the three cores from the AI accelerator. Many recent processors include AI accelerators that work with closed-source drivers, but we had already seen reverse-engineering works on the Allwinner V831’s NPU a few years ago, and earlier this year, we noted that Tomeu Vizoso released the Etvaniv open-source driver that works on Amlogic A311D’s Vivante NPU. Tomeu has now also started working on porting his Teflon TensorFlow Lite driver to the Rockchip RK3588 NPU which is closely based on NVIDIA’s NVDLA open-source IP. He started his work in March leveraging the reverse-engineering work already done by Pierre-Hugues Husson and Jasbir Matharu and was […]

April 19, 2024April 19, 2024 by Jean-Luc Aufranc (CNXSoft) - No Comments

Infineon PSOC Edge E81, E83, E84 Cortex-M55/M33 MCUs target Machine Learning-enhanced IoT, consumer and industrial applications

Infineon PSOC Edge E81, E83, and E84 MCU series are dual-core Cortex-M55/M33 microcontrollers with optional Arm Ethos U55 microNPU and 2.5D GPU designed for IoT, consumer, and industrial applications that could benefit from machine learning acceleration. This is a follow-up to the utterly useless announcement by Infineon about PSoC Edge Cortex-M55/M33 microcontrollers in December 2023 with the new announcement introducing actual parts that people may use in their design. The PSOC Edge E81 series is an entry-level ML microcontroller, the PSOC Edge E83 series adds more advanced machine learning with the Ethos-U55 microNPU, and the PSOC Edge E84 series further adds a 2.5D GPU for HMI applications. Infineon PSOC Edge E81, E83, E84-series specifications: MCU cores Arm Cortex-M55 high-performance CPU system up to 400 Mhz with FPU, MPU, Arm Helium support, 256KB i-TCM, 256KB D-TCM, 4MB SRAM (Edge E81/E83) or 5MB SRAM (Edge E84) Arm Cortex-M33 low-power CPU system up […]

April 18, 2024April 18, 2024 by Jean-Luc Aufranc (CNXSoft) - 1 Comment

AAEON BOXER-8645AI Jetson AGX Orin-powered embedded AI system supports up to 8 GMSL2 cameras

AAEON BOXER-8645AI is an embedded AI system powered by NVIDIA Jetson AGX Orin that features eight GMSL2 connectors working with e-con Systems’ NileCAM25 Full HD global shutter GMSL2 color cameras with up to 15-meter long cables. The BOXER-8645AI is fitted with the Jetson AGX Orin 32GB with 32GB LPDDR5 and 64GB flash and up to 200 TOPS of AI performance. Other features include M.2 NVMe and 2.5-inch SATA storage, 10GbE and GbE networking ports, HDMI videos, and a few DB9 connectors for RS232, RS485, DIO, and CAN Bus interfaces. The embedded system takes 9V to 36V wide DC input from a 3-pin terminal block. AAEON BOXER-8645AI specifications: AI accelerator module – NVIDIA Jetson AGX Orin 32GB CPU – 8-core Arm Cortex-A78AE v8.2 64-bit processor with 2MB L2 + 4MB L3 cache GPU / AI accelerators NVIDIA Ampere architecture with 1792 NVIDIA CUDA cores and 56 Tensor Cores @ 1 GHz […]

April 15, 2024April 14, 2024 by Jean-Luc Aufranc (CNXSoft) - 5 Comments

Qualcomm RB3 Gen 2 Platform with Qualcomm QCS6490 AI SoC targets robotics, IoT and embedded applications

Qualcomm had two main announcements at Embedded World 2024: the ultra-low-power Qualcomm QCC730 WiFi microcontroller for battery-powered IoT devices and the Qualcomm RB3 Gen 2 Platform hardware and software solution designed for IoT and embedded applications based on the Qualcomm QCS6490 processor that we’re going to cover today. The kit is comprised of a QCS6490 octa-core Cortex-A78/A55 system-on-module with 12 TOPS of AI performance, 6GB RAM, and 128GB UFS flash connected to the 96Boards-compliant Qualcomm RBx development mainboard through interposer, as well as optional cameras, microphone array, and sensors. Qualcomm QCS6490/QCM6490 IoT processor Specifications: CPU – Octa-core Kryo 670 with 1x Gold Plus core (Cortex-A78) @ 2.7 GHz, 3x Gold cores (Cortex-A78) @ 2.4 GHz, 4x Silver cores (Cortex-A55) @ up to 1.9 GHz GPU – Adreno 643L GPU @ 812 MHz with support for Open GL ES 3.2, Open CL 2.0, Vulkan 1.x, DX FL 12 DSP – Hexagon […]

April 12, 2024April 12, 2024 by Tomisin Olujinmi - 1 Comment

SolidRun Bedrock R8000 is the first Industrial PC to feature AMD Ryzen Embedded 8000 series

Bedrock 8000 AMD Ryzen Embedded 8000 industrial PC

Israeli embedded systems manufacturer, SolidRun, has recently introduced the Bedrock R8000, a new fanless, Industrial PC targeted at edge AI applications. The Bedrock R8000 integrates the newly-announced AMD Ryzen Embedded 8000 series processors with 8 Zen 4 cores and 16 threads clocked at up to 5.1 GHz. The Ryzen Embedded 8000 Series has a 16 TOPS NPU for AI workloads and offers up to 10 years of guaranteed availability. Also, up to 3 AI accelerators (either Hailo-10 or Hailo 8) can be combined with the onboard NPU to achieve over 100 TOPS for generative or inferencing AI workloads. Apart from the Ryzen Embedded 8000 series, the Bedrock R8000 series also supports other Accelerated Processing Units (APU) in the “Hawk Point” family. The CPU power limit can be adjusted in the BIOS within a range of 8W to 54W. Memory goes up to 96GB DDR5 ECC/non-ECC and three NVME PCIe Gen4 […]