artificial intelligence (AI)

Posted on by Jean-Luc Aufranc (CNXSoft) - 3 Comments on Doly – A cute little autonomous AI-powered robot based on Raspberry Pi CM4 module (Crowdfunding)

Doly – A cute little autonomous AI-powered robot based on Raspberry Pi CM4 module (Crowdfunding)

Doly Raspberry Pi CM4 robot

Limitbit Doly is a cute little autonomous robot with two continuous tracks, two small arms controlled by servos, two round color displays acting as the eyes, and various sensors, all controlled by a Raspberry Pi CM4 system-on-module. The robot can be used for STEM (Science, Technology, Engineering, and Mathematics) education or as a developer platform. AI workloads can also run on the Raspberry Pi CM4 module taking sensors, camera, and microphone inputs, with the robot interacting with the user through the built-in stereo speaker and two eyes. In practice, that means Doly supports features such as face recognition and smart audio with the robot capable of recognizing its owner and responding to voice commands. Doly specifications: System-on-Module – Raspberry Pi CM4 Lite model CM4101000 (1GB RAM, Wireless) by default, but also supports other CM4/CM Lite modules with wireless Storage – MicroSD card slot Display – 2x high-resolution color displays (the […]

Posted on by Jean-Luc Aufranc (CNXSoft) - 2 Comments on Luxonis OAK Thermal – A PoE thermal camera with Myriad X AI accelerator, waterproof M12 and M8 connectors

Luxonis OAK Thermal – A PoE thermal camera with Myriad X AI accelerator, waterproof M12 and M8 connectors

Luxonis OAK Thermal camera

Luxonis has announced its first thermal camera with the OAK Thermal (OAK-T) based on the company’s OAK-SoM Pro AI module featuring an Intel Movidius Myriad X, and two waterproof ports with an M12 PoE/Ethernet connector and an M8 auxiliary connector. Luxonis has been making AI cameras based on Myriad X AI accelerator and its Depth AI solution at least since 2019, and its module is also found in third-party cameras as we’ve recently found out with the Arducam PiNSIGHT AI camera. But they had never made a thermal model, and following customers’ requests to fuse thermal and RGB data, they’ve now developed the OAK Thermal, or OAK-T for shorts, that is suitable for detecting leaks and fires or more accurately detect humans & animals than traditional vision-only based cameras. OAK Thermal camera specifications: System-on-Module – Luxonis OAK-SoM Pro with AI accelerator – Intel Movidius Myriad X AI vision processing unit […]

Posted on by Debashis Das - 2 Comments on EmbedFire LubanCat 4 card computer – A Rockchip RK3588S dev board with a mini PCIe socket for WiFi or 4G LTE

EmbedFire LubanCat 4 card computer – A Rockchip RK3588S dev board with a mini PCIe socket for WiFi or 4G LTE

youyeetoo Lubancat 4 RK3588S Based Raspberry Pi Size SBC

Launched by Yehuo Electronic EmbedFire LubanCat 4 card computer or LubanCat 4 in short, is a Rockchip RK3588S SBC that packs quite a lot of features in an 85x56mm form factor with Ethernet, USB, mini PCIe, HDMI 2.1, SIM & microSD card holder, and more. The board comes with up to 16GB of RAM and 128GB of eMMC flash. It comes with a Gigabit Ethernet port, five USB ports (including one USB-C), a built-in microphone, multiple audio inputs and outputs, a 40-pin Raspberry Pi compatible expansion header, and supports HDMI input through an adapter connected to a MIPI CSI port. EmbedFire LubanCat 4 card computer specifications: SoC – Rockchip RK3588S CPU – Octa-core processor with 4x Cortex-A76 cores @ up to 2.2-2.4 GHz, 4x Cortex-A55 cores @ up to 1.8 GHz GPU –  Arm Mali-G610 GPU with OpenGL ES 3.2,  OpenCL 2.2, and Vulkan 1.2 support VPU – 8Kp60 video decoder […]

Posted on by Jean-Luc Aufranc (CNXSoft) - 21 Comments on Duo 256M is a compact SBC based on SG2002 multi-architecture SoC

Duo 256M is a compact SBC based on SG2002 multi-architecture SoC

Duo 256M SBC

Duo 256M is a small board powered by SOPHGO SG2002 multi-architecture Arm/RISC-V/8051 SoC with 256MB of on-chip RAM and a 1 TOPS NPU, a microSD card for storage, a camera connector, a USB-C port for power and programming, and two headers for GPIO expansion. We covered the SOPHGO SG2002 (and SG2000)  Arm+RISC-V+8051 AI SoC earlier this month saying a couple of boards were expected very soon. We’ve already covered Sipeed LicheeRV Nano with optional Ethernet or WiFi 6, and now we’ll look at the Duo 256M designed by Milk-V Technology in more detail since it’s available now. Duo 256M specifications: SoC – SOPHGO SG2002 Main core – 1GHz 64-bit RISC-V C906 or Arm Cortex-A53 core (selectable) Minor core – 700MHz 64-bit RISC-V C906 core Low-power core – 25 to 300MHz 8051 MCU core NPU – 1 TOPS INT8, supports BF16 Integrated 256MB DDR3 (SiP) Storage MicroSD card slot 32Gbit NAND […]

Posted on by Jean-Luc Aufranc (CNXSoft) - 13 Comments on Testing AMD Ryzen 9 7940HS’ AI Engine in Windows 11

Testing AMD Ryzen 9 7940HS’ AI Engine in Windows 11

AMD Ryzen 7940HS AI Engine Image Sorting

Some of the newer AMD Ryzen processors come with an AI Engine (also called NPU or IPU) that works in Windows 11 including the Ryzen 9 7940HS, Ryzen 7 7840HS, Ryzen 5 7640HS, Ryzen 7 7840U, and Ryzen 5 7640U. I’ve just completed the review of the GEEKOM A7 mini PC powered by an AMD Ryzen 9 7940HS CPU with Windows 11 – but need to wait before publishing it – so I decided to try the AI engine on the Ryzen 9 7940HS processor. The AI Engine relies on AMD XDNA architecture, and AMD provides instructions to get started with examples, demos, and developer resources. So I decided to try some examples, but for some reasons I’ll explain below, I eventually had to settle for some demos. Ryzen AI software installation (for the demos) The examples hosted on GitHub require us to install dependencies for the Ryzen AI software […]

Posted on by Jean-Luc Aufranc (CNXSoft) - 16 Comments on SOPHGO SG2000/SG2002 AI SoC features RISC-V, Arm, and 8051 cores, supports Android, Linux, and FreeRTOS

SOPHGO SG2000/SG2002 AI SoC features RISC-V, Arm, and 8051 cores, supports Android, Linux, and FreeRTOS

SOPHGO SG2000 SG2002 block diagram

SOPHGO SG2000 and SG2002 are new SoCs featuring a bunch of RISC-V and Arm cores capable of running Linux, Android, and FreeRTOS simultaneously, and to maximize the fun an 8051 MCU core is also in the mix along with a 0.5 TOPS (SG2000) or 1 TOPS (SG2002) AI accelerator. More specifically we have one 1GHz C906 64-bit core capable of running Linux, one 1GHz Arm Cortex-A53 for Linux or Android, another 700 MHz C906 RISC-V core for FreeRTOS, and a 300 MHz 8051-core for real-time I/Os, as well as 256MB or 512MB SiP DRAM. The chip is designed for AIoT applications such as Smart IP cameras, facial recognition, and smart home devices. SOPHGO SG2000/SG2002 specifications: CPU cores 1x C906 64-bit RISC-V core @ 1GHz 1x C906 64-bit RISC-V core @ 700MHz 1x Arm Cortex-A53 core @ 1GHz MCU – 8051 8-bit microcontroller core @ 25 to 300 MHz with 6KB […]

Posted on by Jean-Luc Aufranc (CNXSoft) - 1 Comment on Sapphire Edge+ VPR-4616-MB mini-ITX motherboard features “AMD Embedded+” architecture with Ryzen R2314 & Versal VE2302

Sapphire Edge+ VPR-4616-MB mini-ITX motherboard features “AMD Embedded+” architecture with Ryzen R2314 & Versal VE2302

AMD Embedded+ mini-ITX motherboard

Sapphire Edge+ VPR-4616-MB is a new mini-ITX motherboard on the “new” AMD Embedded+ “architecture” comprised of an AMD Ryzen Embedded R2314 processor and an AMD Versal AI Edge VE2302 adaptive SoC (also called FPGA SoC…). The motherboard supports up to 64GB ECC/non-ECC DDR4 memory for the CPU, 8GB of memory for the adaptive SoC, supports SATA and NVMe storage, dual video output, 2.5GbE networking, and offers a range of USB ports and M.2 sockets for expansion. AMD Embedded+ solutions target sensor fusion, AI inferencing, industrial networking, control, and visualization applications. SAPPHIRE Edge+ VPR-4616-MB specifications: AMD Embedded+ Architecture Adaptive SoC Subsystem Main IC – AMD Versal AI Edge VE2302 with dual Arm Cortex-A72 core processor @ up to 1.6 GHz, dual-core Arm Cortex-R5F, 23 TOPS AI engine, FPGA fabric, etc… System Memory – 2x 4GB LPDDR4 Storage 1Gbit OSPI NOR flash for local boot 64 Kbit EEPROM for Board-ID Expansion 160-pin […]

Posted on by Jean-Luc Aufranc (CNXSoft) - No Comments on DFI MTH968 Intel Core Ultra “Meteor Lake” COM Express module to power industrial AI PCs

DFI MTH968 Intel Core Ultra “Meteor Lake” COM Express module to power industrial AI PCs

Intel Core Ultra Meteor Lake COM Express

DFI MTH968 is a COM Express Compact Type 6 computer-on-module equipped with an Intel Core Ultra Meteor Lake processor designed for industrial AI PCs thanks to the integrated Neural Processor Unit (Intel AI Boost) and designed for industrial automation, smart transportation, and smart agriculture. It’s not quite the first COM Express module based on the new Core Ultra Meteor Lake SoCs, as we previously covered the ADLINK cExpress-MTL and conga-TC700 with a similar range of features, and the MTH968 provides another alternative with the company highlighting a fanless wide temperature design operating from -40°C to 85°C, DDR5 memory, and NVMe SSD storage (soldered on module). DFI MTH968 specifications: Meteor Lake U/H-series SoC (one or the other) Intel Core Ultra 7 165H 16-core (6P+8E+2LPE) processor @ 0.9 / 1.4 / 5.0 GHz (Turbo) with 24MB cache, 8x Xe-cores Intel Arc graphics @ 2.3 GHz, Intel AI Boost NPU; TDP: 28W Intel […]