Raspberry Pi AI HAT+ 2 targets generative AI (LLM/VLM) with Hailo-10H accelerator

Raspberry Pi AI HAT+ 2 Hail 10H

The Raspberry Pi AI HAT+ 2 is an add-on board based on the 40 TOPS Hailo-10H AI accelerator with 8GB of dedicated on-board RAM that brings generative AI capability to Raspberry Pi 5. While it delivers similar computer vision performance as the first-generation Hailo-8-based Raspberry Pi AI HAT+, the AI HAT+ 2 also adds support for large language models (LLMs) and vision-language models (VLMs) running locally without the need for Internet access. Target applications include offline process control, secure data analysis, facilities management, and robotics. Raspberry Pi AI HAT+ 2 specifications: AI accelerator – Hailo Hailo-10H AI accelerator delivering 40 TOPS (INT4) inferencing performance Performance for computer vision models comparable to the Raspberry Pi AI HAT+ (26 TOPS) 8GB on-board RAM Host interface PCIe Gen3 x1 FPC connector to Raspberry Pi 5 40-pin GPIO header (no signal used by the Hailo-10H, it only extends the GPIO header on the Pi) […]

reComputer Industrial R2135-12 review – A Raspberry Pi CM5-powered fanless Edge AI PC with Hailo-8 AI accelerator

kt69 recomp cover photo

Hello, today I am going to review the reComputer AI Industrial R2135-12 from Seeed Studio. This is an industrial edge computer built around the Raspberry Pi Compute Module 5 platform. The model is configured with 8 GB LPDDR4 memory and 32 GB eMMC storage. It provides a rich set of I/O options, including dual Gigabit Ethernet, USB 3.0/USB 2.0, HDMI output, and industrial interfaces such as RS-485/RS-232, CAN, and GPIO, along with Wi-Fi and Bluetooth support and a wide DC power input range suitable for industrial environments. In addition to standard checking and benchmarking the device, I will also include a hands-on demo application in which the system runs an AI model for real-time people detection from a USB camera, then sends detection results to an external ESP32 microcontroller to drive LED matrices for visually highlighting the locations of detected people. I made the following YouTube video to quickly demonstrate […]

eWeLink CUBE OS enables all SONOFF WiFi and Zigbee devices to connect to Matter

SONOFF WiFi Zigbee Matter Compatibility

All SONOFF WiFi and Zigbee home automation devices can now work with the Matter protocol. This can be done in two ways: Software path (free of charge)  – Use eWelink CUBE OS on a Raspberry Pi or other host computer to bridge SONOFF WiFi & Zigbee devices to Matter. Hardware path — Install a certified Matter gateway such as SONOFF iHost, ZBBridge-U, or NSPanel Pro, and pair your WiFi/Zigbee devices to use them with Matter. The main benefit is that you no longer need to use the eWelink app, and any SONOFF devices can now work with Matter-compatible platforms, such as Apple Home, Google Home, SmartThings, Amazon Alexa, and Home Assistant. I’ll focus on the software solution in this post. Most users will likely install eWelink CUBE OS on a Raspberry Pi 4/5 connected to a supported USB Zigbee dongle if they have Zigbee devices. SONOFF lists their own ZBDongle-MAX, […]

Xibo open-source digital signage solution now works with Raspberry Pi 5 thanks to the Arexibo project

Xibo Raspberry Pi 5

Xibo digital signage solution is now compatible with the Raspberry Pi 5 thanks to Axeribo, an unofficial alternative to the digital signage player for Xibo, that is implemented in Rust, and designed for Linux platforms. Long-time readers of CNX Software may remember that I played around with the Xibo open-source digital signage player many years ago (2011-2012). I notably managed to run Xibo for Arm in QEMU,  test Xibo digital signage in the Raspberry Pi emulator, and even try it on real hardware: a MeLE A1000 Android TV box to which I installed Linux. It kind of works, but without hardware video decoding and no 3D graphics acceleration, performance was rather on the low side. I eventually stopped playing around with Xibo Arm Linux once Xibo for Android was released in late 2012, and the developers decided to drop support for the Linux client (although they relaunched it in 2019 […]

Year 2025 in Review, CNX Software stats, and looking ahead to 2026

Happy New Year 2026 CNX Software

Time for the last post of 2025, as the year is almost over. I’ll look back at key developments and notable products launched in 2025, share some CNX Software website traffic statistics, and look ahead to 2026. Year 2025 in Review After 22 product releases in 2024, Raspberry Pi calmed down a little bit in 2025, and the highlights of the year included the Raspberry Pi 500+ mechanical keyboard, the 5-inch variant of the Raspberry Pi Touch Display 2, and a Raspberry Pi 5 1GB RAM. What didn’t quite stop were the accessories from third parties for Raspberry Pi SBC and Raspberry Pi Pico boards. The most exciting Arm SoC release of 2025 was probably the 12-core CIX P1 Armv9 SoC found in Radxa Orion O6 SBC, MINISFORUM MS-R1 Arm mini PC, and Orange Pi 6 Plus board, but while performance was fine, it was overhyped in 2024, and software […]

Add four Gigabit or 2.5Gbps Ethernet ports to the Raspberry Pi 5 with this expansion board

Waveshare PCIe TO 4 Ch Gigabit for Raspberry Pi 5

Waveshare PCIE TO 4-CH Gigabit/2.5G ETH Board (B) is a 4-port Gigabit or 2.5 Gbps Ethernet board designed for the Raspberry Pi 5. This board connects four RJ45 ports to the Pi’s 16-pin PCIe interface and also includes a mounting option for the Pi5 Connector Adapter (C). The only limiting factor is the Pi’s PCIe Gen2/Gen3 x1 interface, as the 2.5GbE ports share the available bandwidth and cannot operate at full speed simultaneously. The Gigabit Ethernet variant features Realtek RTL8153 USB to Ethernet controllers, while the 2.5GbE variant relies on RTL8156 controllers, and both integrate a VL805 PCIe to USB bridge chip. The board also includes status LEDs for link and activity indication, and draws power directly from the PCIe interface without requiring an external power supply. The device is plug-and-play and supports Raspberry Pi OS out of the box with no additional drivers required. Applications include routers, firewalls, network […]

Forlinx FET1126Bx-S low-power Rockchip RV1126BJ industrial SoM powers SBC with 40-pin GPIO header

Forlinx FET1126BJ S Industrial SoM

Forlinx has recently released the FET1126Bx-S, a low-power SoM, which is based on the Rockchip RV1126B (commercial) or RV1126BJ (industrial) SoC. Designed for edge AI applications, the module is suitable for smart cameras, AIoT gateways, and intelligent monitoring systems where local video analytics, low power consumption, and long-term stability are required. It is easy to confuse the newer RV1126B/RV1126BJ with the original Rockchip RV1126, a 32-bit Cortex-A7-based SoC announced around 2020–2021. However, the newer RV1126B/BJ comes with a significant architectural upgrade with a 64-bit quad-core Arm Cortex-A53 processor (instead of the original 32-bit quad-core Cortex-A7) and a more powerful 3.0 TOPS NPU (up from 2.0 TOPS). This updated chip has only recently started appearing in products like Luckfox Aura SBC, Boardcon MINI1126B-P SoM (based on the RV1126B-P), GL.iNet Comet PoE, and GL.iNet Comet Pro KVMs, all of which were released just this year. This makes the FET1126Bx-S SoM one of the […]

OpenMediaVault 8 (OMV8) ” Synchrony” released for 64-bit x86 (AMD64) and Arm (ARM64) platforms only

OpenMediaVault 8 64 bit platforms

OpenMediaVault 8, or OMV8 for shorts, codenamed “Synchrony” has been released, now supporting only 64-bit architectures (AMD64 and ARM64), and dropping 32-bit systems based on the i386, armel, and armhf architectures. OpenMediaVault is a popular, open-source network-attached storage (NAS) solution based on Debian Linux that’s been around for many years. I had my first experience with it in 2017 when I reviewed FriendlyELEC NanoPi NEO NAS Kit based on a NanoPi NEO2 SBC with an Allwinner H5 64-bit Cortex A53 SoC, but sadly not recommended for OMV8 (more on that below). The main reason for killing 32-bit support is that the Salt Project only supports 64-bit builds. OpenMediaVault 8 highlights: Upgrade to Debian 13 (Trixie). Replace cpufrequtils with linux-cpupower Improve several user and group-related RPCs. Developers should note that the RPCs UserMgmt::enumerateSystemUsers, UserMgmt::enumerateUsers, UserMgmt::enumerateAllUsers and UserMgmt::getUserList now return only basic user information. Set the parameter detail to full to get […]

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