Edge Impulse machine learning platform adds support for NVIDIA TAO Toolkit and Omniverse

Edge Impulse NVIDIA TAO Models

Edge Impulse machine learning platform for edge devices has released a new suite of tools developed on NVIDIA TAO Toolkit and Omniverse that brings new AI models to entry-level hardware based on Arm Cortex-A processors, Arm Cortex-M microcontrollers, or Arm Ethos-U NPUs. By combining Edge Impulse and NVIDIA TAO Toolkit, engineers can create computer vision models that can be deployed to edge-optimized hardware such as NXP I.MX RT1170, Alif E3, STMicro STM32H747AI, and Renesas CK-RA8D1. The Edge Impulse platform allows users to provide their own custom data with GPU-trained NVIDIA TAO models such as YOLO and RetinaNet, and optimize them for deployment on edge devices with or without AI accelerators. NVIDIA and Edge Impulse claim this new solution enables the deployment of large-scale NVIDIA models to Arm-based devices, and right now the following object detection and image classification tasks are available: RetinaNet, YOLOv3, YOLOv4, SSD, and image classification. You can […]

Remi Pi is a compact, low-cost SBC powered by a Renesas RZ/G2L Cortex-A55/M33 SoC

Remi Pi SBC

MYiR Tech Remi Pi is a low-cost SBC based on the company’s MYC-YG2LX CPU module featuring a Renesas RZ/G2L Arm Cortex-A55/M33 processor, 1GB RAM,  8GB eMMC flash, and plenty of ports and interfaces. Those include two gigabit Ethernet ports, a wireless module with dual-band WiFi 4 and Bluetooth 4.2 connectivity, HDMI and LVDS display interfaces, MIPI CSI camera input, a 3.5mm audio jack, a few USB ports, and a 40-pin GPIO header compatible with the one on the popular Raspberry Pi SBCs. Remi Pi specifications: System-on-Module – MYiR MYC-YG2L23 module with SoC – Renesas RZ/G2L processor (R9A07G044L23GBG) CPU 1.2 GHz dual-core Arm Cortex-A55 processor 200 MHz Arm Cortex-M33 real-time core GPU – Arm Mali-G31 3D GPU VPU – H.264 decoding/encoding System Memory – 1GB DDR4 Storage – 8GB eMMC flash, 32KB EEPROM PMIC – Renesas RAA215300 power management IC Storage – MicroSD card slot Display interfaces HDMI video output LVDS […]

AAEON COM-RAPC6 and COM-ADNC6 COM Express modules feature Raptor Lake and Alder Lake-N CPUs

AAEON COM-ADNC6 Alder Lake-N COM Express module

AAEON has unveiled two COM Express Type 6 Compact Computer-on-Module families with the COM-RAPC6 designed for high performance with 13th generation Raptor Lake processors from the 15W Intel Processor U300E up to 45W Intel Core i7 SKUs, and the COM-ADNC6 optimized for efficiency with Alder Lake-N processors such as the Intel Core i3-N305 or Atom x7425E CPUs. COM-RAPC6 Raptor Lake COM Express CPU modules Specifications: 13th gen Raptor Lake SoC (one or the other) – Note frequencies shown as base frequencies Intel Core i7-13800HRE 14C/20T processor @ 2.5GHz with Intel Iris Xe Graphics; PBP: 45W Intel Core i7-13800HE 14C/20T processor @ 2.5GHz with Intel Iris Xe Graphics; PBP: 45W Intel Core i5-13600HE 12C/16T processor @ 2.7GHz with Intel UHD Graphics; PBP: 45W Intel Core i3-13300HE 8C/12T processor @ 2.1GHz with Intel UHD Graphics; PBP: 45W Intel Core i7-1370PE 14C/20T processor @ 1.9GHz with Intel UHD Graphics; PBP: 28W Intel Core […]

Some Raspberry Pi 5 boards can be overclocked up to 3.14 GHz (and run just fine)

Raspberry Pi 5 overclocked 3.14 GHz

The Raspberry Pi 5 is advertised as a single board computer with a CPU clocked up to 2.4 GHz, but some of the boards can run stably at a higher frequency, and Jeff Geerling found out one of his boards could be overclocked up to 3.14 GHz with no issues when running a stress test. The Raspberry Pi 5 already delivers a two to three-times jump in performance against the previous generation Raspberry Pi 4 SBC when clocked at 2.4 GHz, but some already overclocked their up to 3.0 GHz, and many thought it was the maximum limit. But a recent firmware release proved them wrong, as it turns out some Raspberry Pi 5 boards can boot at 3.2 GHz and run stably at 3.14 GHz with an adequate cooling solution. The voltage was also adjusted in the config.txt to more or less safe settings. Contrary to the photo above, […]

Sipeed MaixBox M4N AI Box with 43.2 TOPS AXera AX650N SoC can decode/encode up to 32 videos

Sipeed MaixBox M4N AI box

Sipeed MaixBox M4N is an AI box for video analytics and computer vision equipped with an AXera-Pi Pro (AX650N) octa-core Cortex-A55 SoC with a 43.2 TOPS (INT4) or 10.8 TOPS (INT8) AI accelerator and an H.265/H2.64 video encoder/decoder supporting up to 32 1080p30 videos. The AI box is based on the Sipeed Maix-IV motherboard, an upgrade to the Maix-III devkit with an AX620A quad-core Cortex-A7 SoC with a 14.4 TOPS AI accelerator (INT4). It comes with 8GB RAM shared for Linux and the AI accelerator, 32GB eMMC flash and an M.2 SATA socket for storage, two HDMI outputs, two gigabit Ethernet ports, optional WiFi or 4G LTE mini PCIe module, a few USB ports, and RS232 and RS485 interfaces. Sipeed MaixBox M4N specifications: SoC – AXera AX650N CPU – Octa-core Arm Cortex-A55 @ 1.7 GHz with NEON support NPU – 43.2 TOPS @ INT4, 10.8 TOPS @ INT8 with support […]

7-inch Raspberry Pi CM4-based industrial HMI offers gigabit Ethernet, RS485 Modbus, digital and analog inputs

NORVI RPI-HMI Industrial Controller

NORVI RPI-HMI is an industrial controller with a 7-inch touchscreen screen display powered by a Raspberry Pi CM4 and equipped with a range of interfaces including a gigabit Ethernet RJ45 port, a few USB ports, and several terminal blocks for RS485 (Modbus), digital and analog input, transistor outputs, and 24V DC power input. The new Raspberry Pi CM4-based HMI announcement follows the NORVI ESP32-HMI controller that was launched last December with an ESP32-S3 wireless microcontroller and a 5-inch LCD display with resistive touch. The NORVI RPI-HMI builds on that with a much faster Arm processor, a larger display with a capacitive touchscreen, gigabit Ethernet, and a wider range of I/Os that makes it suitable for various industrial HMI and PLC applications. NORVI RPI-HMI Industrial Controller specifications: SoM – Raspberry Pi CM4 SoC – Broadcom BCM2711 quad-core Cortex-A72 processor with VideoCore GPU System Memory – 1GB, 2GB, 4GB or 8GB LPDDR4-3200 […]

Firefly Core-3562JQ Rockchip RK3562J industrial SoM works in the -40 to +85°C temperature range

Rockchip RK3562 system-on-module

Firefly Core-3562JQ is a system-on-module based on Rockchip RK3562J SoC – the industrial-grade version of the Rockchip RK3562 quad-core Cortex-A53 Tablet SoC – designed to operate in the -40 to 85°C industrial temperature range and suitable for digital signage, industrial control systems, industrial PLCs, energy data concentrators, smart healthcare, self-service terminals, and more. The CPU module features up to 8GB RAM, 64GB flash, and a Rockchip RK809-5A PMIC, plus three 80-pin board-to-board connectors exposing video output and input interfaces, audio (SPDIF, PDM, I2S) interfaces, networking (GbE and Fast Ethernet), various USB interface, a 1-lane PCIe 2.1 interface, and more. Firefly Core-3562JQ specifications: SoC – Rockchip RK3562J CPU – Quad-core Arm Cortex-A53 processor @ up to 1.2 GHz (against 2.0 GHz for the Rockchip RK3562) GPU – Arm Mali-G52 EE with support for OpenGL ES 3.2, Vulkan 1.1, OpenCL 2.0 AI accelerator – None listed in the specs (Rockchip RK3562 comes […]

Mekotronics D58 embedded computer features 6 HDMI outputs for video walls or mirrored displays

RK3588 embedded computer 6x HDMI video wall

Mekotronics D58 is a Rockchip RK3588 embedded computer running Android or Linux with six HDMI outputs for 4K video walls or multiple mirrored displays that should be mostly useful for digital signage applications. The system comes with up to 16GB RAM and 128GB eMMC flash, supports NVMe and SATA storage, comes with two GbE ports, WiFi 6 connectivity, optional 4G LTE and GNSS, one 4K-capable HDMI input port, four USB ports, some DB9 connectors for serial communication (RS232, RS485, TTL), and a terminal block with GPIOs and CAN bus. Mekotronics D58 specifications: SoC – Rockchip RK3588 octa-core processor with CPU – 4x Cortex‑A76  cores @ up to 2.4 GHz, 4x Cortex‑A55 core @ 1.8 GHz GPU – Arm Mali-G610 MP4 GPU with support for OpenGL ES 1.1/2.0/3.2, OpenCL 2.2, Vulkan 1.2 Video decoder – 8Kp60 H.265, VP9, AVS2, 8Kp30 H.264 AVC/MVC, 4Kp60 AV1, 1080p60 MPEG-2/-1, VC-1, VP8 Video encoder – […]

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