Generative AI on NVIDIA Jetson Orin, Jetpack 6 SDK to support multiple OSes

Jetson Orin Generative AI

NVIDIA has had several announcements at ROSCon 2023 related to robotics & embedded with highlights including generative AI on the NVIDIA Jetson Orin module and the Jetpack 6 SDK will be released next month (November 2023) with supports for Ubuntu as usual, but also other operating systems and platforms such as Debian, Yocto, Wind River, Redhawk RTOS, and Balena. Generative AI on NVIDIA Jetson Orin There’s been a lot of hype in the last year about generative AI thanks to services such as ChatGPT, Google Bard, or Microsoft Bing Chat. But those rely on closed-source software that runs on powerful servers in the cloud. As we noted in our article about the “AI in a box” offline LLM solution there are some open-source projects such as Whisper speech-to-text model and Llama2 language models that could be run on embedded hardware at the edge, but as noted by some readers platforms […]

Barebone M4 fanless mini PC features Intel Processor N100 for $106 and up

TopTon M4 mini PC

I thought it would be hard to beat the price of the Processor N100 ZX05 mini PC, but the Topton M4 fanless mini PC does just that for just $106.53 plus shipping. The trick for that price is that the M4 is a barebone mini PC without any RAM, storage, or wireless module, but some may see it as an advantage preferring to purchase RAM, storage, and/or a WiFi module separately, or simply having the ability to replace or upgrade them when needed. M4 mini PC specifications: SoC – Intel Processor N100 Alder Lake-N quad-core/quad-thread processor @ up to 3.4 GHz (Turbo) with 6MB cache, 24EU Intel HD graphics @ up to 750 MHz; TDP: 6W System Memory – Up to 32GB (TBC) DDR4-3200 via SO-DIMM socket Storage 1x M.2 2280 socket for NVMe (PCIE3.0 x2) or SATA III SSD 1x mSATA socket SATA III port for up to 7mm […]

UP Squared i12 Edge is a compact, yet feature-rich, fanless Alder Lake-P mini PC

UP Squared i12 Edge

UP Squared i12 Edge is a compact fanless mini PC powered by 12th Generation Intel Alder Lake-P processors from the Celeron 7305E penta-core CPU up to an Intel Core i7-1270PE 12-core processor, but still a good range of ports and features. Based on the UP Squared i12 SBC introduced earlier this year, the UP Squared i12 edge mini PC comes with up to 16GB LPDDR5 RAM and features a 64GB or 128GB SSD soldered on board, plus an M.2 2280 NVMe socket and a SATA port for additional storage. The system also has two gigabit Ethernet ports, optional WiFi and Bluetooth, three 4K-capable display interfaces (HDMI, DisplayPort, USB-C), and three USB 3.2 Gen 2 ports. UP Squared i12 Edge specifications: 12th generation Alder Lake-P SoC: Intel Core i7-1270PE 12-core/16-thread processor @ up to 3.30GHz (E-cores) / 4.50GHz )P-cores) with 96EU Intel Xe graphics – PBP: 28W, up to 64W MTP […]

PALMSHELL NeXT H2 SBC and micro server offers 10GbE for $199 and up

Palmshell Next H2 10GbE 2.5GbE micro server

PALMSHELL NeXT H2 is an affordable AMD Ryzen Embedded R1505G-powered micro server, also available as an SBC for developers, that features two 10GbE SFP+ cages and one 2.5GbE RJ45 port, as well as expansion sockets for wireless connectivity. The system supports up to 32GB RAM plus an M.2 NVMe SSD and two SATA drives for storage, offers several wireless connectivity options with WiFi 6, Bluetooth 5.2, and 4G LTE/5G, and is equipped with two 4Kp60-capable HDMI ports, and four USB ports.   PALMSHELL NeXT H2 specifications: SoC – AMD Ryzen Embedded R1505G dual-core/quad-thread processor @ 2.4GHz up to 3.3GHz with AMD Radeon Vega 3 graphics; TDP set to 25W System Memory – Optional 8GB or 16GB DDR4 @ 2400 MT/s via 2x SO-DIMM slots Storage Optional 256GB or 512GB NVMe (PCIe 3.0) SSD via M.2 Key-N 2280 socket 2x SATA III connector MicroSD card socket Video Output – 2x HDMI […]

AMD Kria K24 Zynq Ultrascale+ system-on-module targets motor control and DSP applications

AMD Kria 24

The AMD Kria K24 System-on-Module (SOM) with a custom-built Zynq UltraScale+ MPSoC and the KD240 Drives Starter Kit are designed for the development of cost-sensitive industrial and commercial edge applications. The new Kria K24 is about half the size of a credit card and uses half the power of the larger, but connector-compatible, Kria K26 SOM that was introduced in 2021 for computer vision applications when the company was still known as Xilinx. That means existing K26 carrier boards can be reused with the Kria K24 SOM without modifying the PCB, but note there’s only one 240-pin connector on the new module, plus an extra 40-pin connector. AMD Kria K24 specifications: MPSoC – Custom-built Zynq Ultrascale+ XCK24 Quad-core Arm Cortex-A53 processor  up to 1.3 GHz Dual-core Arm Cortex-R5F real-time processor up to 533 MHz Mali-400 MP2 GPU up to 600 MHz FPGA fabric with 154K logic cells AMD Deep Learning […]

Review of Youyeetoo Rockchip RK3568 SBC with Lubuntu 20.04 and the RKNPU2 AI SDK

YY3568 SBC Lubuntu 20.04 review

We’ve already reviewed the Rockchip RK3568-power Youyeetoo YY3568 SBC with Android 11 – and listed the specifications and checked out the hardware kit –  in the first part of the review. We now had time to switch to Lubuntu 20.04, perform some basic tests, and also have a closer look at the RKNPU2 AI SDK for the built-in 0.8 TOPS AI accelerator found in the Rockchip RK3568 SoC. Installing Ubuntu or Debian on YY3568 SBC The company provides both Debian and Ubuntu images for the YY3568 SBC with different images depending on the boot device (SD card or eMMC flash) and video interface used (DSI, eDP, HDMI). Our YY3568 “Bundle 5” kit comes with an 11.6-inch eDP display so we’ll select the “Ubuntu 20” image with edp in the file name. The RKDevTool program is used to flash Linux images and it’s the same procedure as we used with Android […]

AI in a box offline LLM solution leverages Rockchip RK3588S’ NPU (Crowdfunding)

offline open source LLM Radxa Rock 5A

Useful Sensors “AI in a box” LLM (large language model) solution works offline with complete privacy and leverages the NPU in Rockchip RK3588S processor for conversational AI similar to ChatGPT but without an internet connection or registration required. The AI box prototype currently relies on off-the-shelf hardware, specifically the Radxa ROCK 5A SBC with 8GB RAM, housed in a plastic enclosure, and the code relies on open-source models like Whisper speech-to-text model and Llama2 language models.   Besides conversational AI where you can interact with the box as if you were talking to a person, the AI in a Box can also be useful for other use cases: Live Captions – The box can display subtitles/closed captions for a live event or help in situations where people have trouble hearing a conversation using the audio input. Live Translation – It can also translate various languages close to real-time. Simply select […]

PICO-EHL4-SEMI fanless mini PC is made for PoS and kiosk applications

AAEON PICO-EHL4-SEMI mini PC

AAEON PICO-EHL4-SEMI is a fanless Elkhart Lake mini PC designed for digital signage, smart retail (PoS and Kiosk), and industrial automation, and available with either the 10W quad-core Intel Celeron J6412 or the dual-core 6.5W Intel Celeron N6210. The mini supports up to 16GB LPDDR4X memory, 32 to 128GB eMMC flash, optional mSATA storage, and comes with a 4K capable HDMI 2.0b video output port, two Gigabit Ethernet ports, two USB 3.2 Gen 2 ports, and two optional COM ports providing RS232/RS422/RS485 connectivity. PICO-EHL4-SEMI specifications: Elkhart Lake SoC Intel Celeron J6412 quad-core processor @ 2.0GHz/3GHz; 10W TDP Intel Celeron N6210 dual-core processor @ 1.2GHz/3GHz; 6.5W TDP System Memory – Up to 16GB LPDDR4x 3200 MHz on-board memory Storage 32GB eMMC flash (optional 64GB/128GB) mSATA socket Video Output – 1x HDMI 2.0b ports up to 4Kx2K 60Hz Networking – 2x Gigabit Ethernet RJ45 port via Realtek RTL8111H-CG controller USB – 2x […]

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