Rock Pi 4 SBC Runs GNOME & KDE Plasma using Panfrost Open Source GPU Driver & Wayland

RK3399 Panfrost GNOME

One of the highlights of Linux 5.2 release was support for two new Arm Mali GPU open-source drivers, namely Lima for Mali-4xx GPU, and Panfrost for the Midgard Mali-T6xx/7xx/8xx series, and the more recent Bifrost Mali-Gxx GPUs. Collabora worked on the release and was donated a few Rock Pi 4 boards from Radxa directly to work on the project. For those who are not familiar, Rock Pi 4 board is powered by a Rockchip RK3399 processor with a Mali-T860MP4 GPU that is supported by Panfrost open source GPU driver. The company managed to have Debian 10 Buster running on Rock Pi 4 using 3D graphics acceleration thanks to Panfrost drivers on both GNOME and KDE Plasma desktop environment, as well as Weston Wayland compositer. The good news is that you can build Rock Pi 4 images by yourself using Debos with the following commands:

Alternatively, you could directly download […]

Samsung Galaxy Book S Snapdragon 8cx Laptop to Launch soon for $1,000

Snapdragon 8cx laptop

Qualcomm Snapdragon 8cx was announced as the first Snapdragon processor specifically designed for connected mobile PCs (aka laptops with cellular connectivity) last December. Earlier this year we got confirmation 8cx would support 5G connectivity as an option, and in May, we got news Lenovo Limitless 5G laptop was coming and got some benchmarks showing Snapdragon 8cx with performance similar to an Intel Core i5 Kaby Lake-R processor (15 Watt TDP) while offering much longer battery life. It’s Samsung turn to announce their Snapdragon 8cx laptop with Samsung Galaxy Book S that will be available this fall for $999 and up. Samsung Galaxy Book S specifications: SoC – Qualcomm Snapdragon 8cx Compute Platform with eight 64-bit Armv8 cores in two clusters: Kryo 495 Gold cores (Cortex-A76 class) @ 2.84 GHz + Kryo 495  cores (Cortex-A55 class) @ 1.8GHz ; 7nm process; 7W TDP System Memory – 8GB RAM (LPDDR4X) Storage – […]

ArmSoM RK3588 AIModule7 NVIDIA Jetson Nano-compatible SOM

MakerPower Solar Power Supply/Charger for IoT & Embedded Systems Supports Lead-acid Batteries (Crowdfunding)

Danjuliodesigns llc. A boutique embedded systems design firm run by engineer and inventor Dan Julio has set up crowdfunding for the makerPower Solar power supply/charger for intelligent power supply just about anywhere and in any climate. A comprehensive device structured to IoT and embedded systems, where sometimes a remote camera or other device needs power all the time. The power source is a solar panel which can charge a standard lead-acid battery (USA availability only) We reported on a solar input board PiJuice battery HAT and although there are other solar input devices on the market, such as the PiJuice, for use with SBC’s such as Raspberry Pi, the makerPower Solar functions at a higher level, incorporating intelligent power control and functioning. The board can be source powered by solar panel through a standard lead-acid battery, rather than a Li-Po or Li-Ion. The inventor felt a source should carry as […]

STMicro Launches $10 STLINK-V3mini Mini Probe for STM32 MCUs

STLink-V3MINI

Last year, we reported STMicroelectronics launched STLink-V3 debugger & programmer for STM8 & STM32 microcontrollers that added I2C, SPI, and CAN interfaces compared the previous STLink-V2 model. It’s not particularly expensive either at $35, but if you ever wanted something more compact and cheaper, the company has now introduced STLink-V3mini debugger going for under $10. STLINK-V3Mini key features and specifications: JTAG / serial wire debugging (SWD) specific features: 3 V to 3.6 V application voltage support and 5 V tolerant inputs JTAG communication support SWD and serial wire viewer (SWV) communication support Virtual COM port (VCP) specific features: 3 V to 3.6 V application voltage support on the UART interface and 5 V tolerant inputs VCP frequency up to 15 MHz USB – Micro USB 2.0 connector for power and connection to host computer Misc – 2x color LEDs: communication, power; STDC14 signals protection Dimensions – 30 x 15 mm […]

A Compact Machine Learning Accelerator HAT for your Raspberry Pi

Xalogic PI AI Hat

AI for the Edge has been a promising playing field where several players are pushing for. Cloud computing has made it possible to train complex machine learning models for various application, although this seems to be working fine, the performance or the possibility of deploying AI applications on the Edge is enormous. AI on the Edge is expected to help reduces the latency involved in the roundtrip to the cloud, saves the bandwidth and cloud storage costs for enterprises, deploy ML models faster, and build robust, intelligent applications. Generally, Edge devices like the Raspberry Pi, Arduinos, and other embedded boards usually can’t run powerful AI applications. They have limited resources and computing power. Fortunately, this is changing with the introduction of AI Accelerators; modern processors that help assist the edge devices by taking over the complex mathematical calculations needed for running AI models. One of such AI accelerator processor is […]

TensorFlow Lite for Microcontrollers Benchmarked on Linux SBCs

TensorFlow Lite microcontrollers benchmark linux SBC

Dimitris Tassopoulos (Dimtass) decided to learn more about machine learning for embedded systems now that the technology is more mature, and wrote a series of five posts documenting his experience with low-end hardware such as STM32 Bluepill board, Arduino UNO, or ESP8266-12E module starting with simple NN examples, before moving to TensorFlow Lite for microcontrollers. Dimitris recently followed up his latest “stupid project” (that’s the name of his blog, not being demeaning here :)) by running and benchmarking TensorFlow Lite for microcontrollers on various Linux SBC. But why? you might ask. Dimitris tried to build tflite C++ API designed for Linux, but found it was hard to build, and no pre-built binary are available except for x86_64. He had no such issues with tflite-micro API, even though it’s really meant for baremetal MCU platforms. Let’s get straight to the results which also include a Ryzen platform, probably a laptop, for […]

Rockchip RK3568, RK3588 and Intel x86 SBCs and SoMs in 2025

Arm Releases Pelion Connectivity Management 2.0 Platform with Greater Automation

Arm has announced its latest version of Pelion IoT Platform, a no-upgrade needed platform Pelion Connectivity Management 2.0 a SaaS with an automation engine.  Previously, we reported on the Sigma Delta Technologies modular devkit that was designed to work with the cloud-based Arm Pelion 1.0 device management service through the Mbed OS, focused on IoT development. The Pelion Connectivity Management 2.0 adds a level of automation that the Pelion 1.0 didn’t have, but that the company felt the customer base in the IoT industry wanted. The new features expand on the Pelion platform, through the Mbed OS, which helped the platform expand through cloud-based management services. The loudest voices in the ever-expanding and transforming IoT industry have said that automation is the key to removing barriers that allow IoT to scale. Pelion 1.0 already offered a single, cloud-based connectivity solution for managing IoT devices. Pelion 2.0 allows IoT devices to […]

IBase IBR210 i.MX 8M SBC Targets Multi-Display Digital Signage

The latest release from IBase is a single board computer that seems to be designed for the mass business markets, especially in signage. The IBR210 is a 3.5-inch (147 x 102 mm) low-power multimedia SBC based on the NPX ARM Cortex-A53/Cortex-M4 i.MX 8M processor that comes in either a dual or quad-core running in the 1.3 GHz to 1.5 GHz frequency range.  The unit was announced on August 1, 2019, but as of yet there is no pricing information. The GPU is a Vivante GC7000Lite/GC7000VLX, and an integrated Cortex-M4F real-time core, in the i.MX8M. Although for the i.MX8M Mini is a faster and newer SoC, the i.MX8M supports 4K video and HDR. The system runs Android 9 or Yocto v2.5 Linux, with up to 3GB soldered LPDDR4 and up to 64GB eMMC. The video output supports 4K via HDMI 2.0, while there are 2 USB 3.0 ports. The board supports […]

Boardcon LGA3576 Rockchip RK3576 System-on-Module designed for AI and IoT applications