Hacarus Embedded AI Computing Kit Leverages Sparse Modeling Technology

Hacarus AI Computing Kit Sparse Modeling Technology

AI training often requires thousands of samples to become accurate, and it can be costly and time-consuming, for example, if you want to train a model to detect manufacturing defects you’d need to provide images with both defective samples and good samples. Japanese AI experts at Hacarus have been working on a solution called Sparse Modeling which requires about 50 samples or even less for training, and worked with Congatec to provides an embedded AI computing kit leveraging the technology. Sparse Modeling Technology Hacarus does not go into great detail but explains Sparse Modeling technology is using a data modeling approach that focuses on identifying unique characteristics, in a way that humans recognize friends and family without having to look at everything from feet to head. That means algorithms based on Sparse Modeling do not need as much data as traditional AI solutions, leading to much smaller AI footprint suitable […]

Peakago 7-inch Windows 10 Fanless Mini-Laptop Launched for $269 and Up (Crowdfunding)

Peakago fanless mini-laptop Peakago Computer has started an IndieGoGo campaign for its 7″ fanless laptop and mini-PC the Peakago. The campaign has raised 831% of the original target funding on its first day. Market Similarities for Mini-Laptops The Peakago is not a new idea, as there have been a number of 7″ to 9″  display laptops that offer Windows operating systems. The advent of the pocket sized laptop has inspired a number of different versions of similar types and operating systems. The Pretech 700Mi Mini is one of those iterations that was reported on here and is a look-alike to the Peakago. In fact, Peakago and the Pretech are from the same tooling company. A Wide Viewing Angle Display The campaign does say the display has a 178° viewing area, but this unit is very portable and could easily be used in a densely populated locale, so maybe such a […]

IEI ITG-100AI DIN-Rail Rugged mini PC Comes with a Myriad X AI Accelerator Module

Intel Myriad X vision processing unit was first introduced in 2017 as an upgrade to Myriad 2 VPU delivering up to 1 TOPS of neural compute performance. The new chip was eventually integrated into Intel Neural Compute Stick 2 launched late last year. We previously wrote about AAEON Boxer 8310AI family of Apollo Lake mini PCs featuring a Myriad X mPCIe module, but there’s now another company, namely Taiwan-based IEI, that has launched its own Myriad X powered rugged mini PC. Meet IEI ITG-100AI fanless AI embedded system. IEI ITG-100AI DIN-Rail Rugged mini PC Specifications: SoC – Intel Atom x5-E3930 dual-core Apollo lake processor @ 1.3GHz / 1.8 GHz (Turbo) with 12EU Intel HD Graphics 500; TDP: 6.5W System Memory: – 1x 204-pin DDR3L SO-DIMM slot pre-installed with 8 GB memory Storage – 128GB SATADOM, MicroSD slot, optional eMMC 5.0 flash up to 32GB. Display – 1 x VGA Connectivity […]

Firewalla Gold Intel-based Ubuntu Router Enables Multi-Gigabit Cyber Security (Crowdfunding)

Firewalla Gold vs Blue Red

We covered Firewalla based on NanoPi NEO board in mid-2018. The device is a tiny firewall, parental control, ad-blocker, and VPN appliance for end-users. Since then they’ve launched Firewalla Blue based on NanoPi NEO2 SBC with Gigabit Ethernet and a faster processor, and now the company has just introduced the even more powerful Intel-based Firewalla Gold. Firewalla Gold specifications: Processor – Unnamed intel 64-bit quad-core processor System Memory – 4GB RAM Storage – 32GB flash Connectivity 4x Gigabit Ethernet ports supporting over 3 Gbps in total, and up to 10 VPN connection at up to 120 Mbps aggregated bandwidth. WiFi 6 module (not sure optional or included) Misc – RTC Power Supply – DC barrel jack They may have designed a custom board this time, as I’m not sure which off-the-shelf SBC they may have used in their new product. The device runs Ubuntu Linux so the users will have […]

Apollo Lake based AAEON VPC-3350S Fanless Industrial In-vehicle NVR Comes with 4 PoE Ports

AAEON NVR VPC-3350S Industrial In-Vehicle  The AAEON fanless industrial network video recorder has joined the ranks of such NVR’s as the Solidrun Clearfog GTR A385, which was reported just recently as hitting the market. AAEON VPC-3350S is an in-vehicle industrial NVR that is aimed at mobile AI and IoT in areas such as license plate recognition. Processor Options The VPC-3350S is equipped with an Intel Atom x5-E3940 (formerly known as Apollo Lake) processor that comes standard. There are also options for the Pentium N4200 and the Atom x7-E3950. Configurations The units come in a variety of versions, with industrial, in-vehicle and customizable AI module, running the Intel Movidius Myriad X SoC. Offering more options than any other mobile NVR. Industrial Option The more compact Industrial VPC-3350S offers an I/O complement meant for more machine vision applications, such as license plate recognition. In-Vehicle Option The In-Vehicle option allows for fast set-up […]

Pretech F700Mi Low Cost 7″ Fanless Mini Laptop Features an Intel Atom X5 Cherry Trail Processor

Low cost mini laptop

We’ve covered a fair amount of mini laptops with 7″ to 9″ displays in the last few years, but most came with a fairly high price due to the somewhat high specs with Amber Lake or Gemini Lake processors, 8GB+ RAM, 128GB+ storage, etc… meaning in most cases you’d have to pay between $500 and $1,000 for a small device. If you’d like to have such a mini laptop for simple tasks but don’t quite want to spend that much money on it, Pretech F700Mi Mini laptop with a 7″ display should be much cheaper thanks to an Intel Atom X5-Z8350 quad-core processor, 4GB RAM, and 32GB to 128GB storage. Pretech F700Mi Mini specifications: SoC – Intel Atom x5-Z8350 quad-core Cherry Trail processor System Memory – 4GB or 8GB RAM Storage – 32GB, 64GB, or 128GB eMMC flash; MicroSD card slot Display – 7″ 1920 x 1200 touchscreen display with […]

Intel Unveils Tremont Low-power x86 Architecture, Lakefield Hybrid Processor

Intel LakeField Processor

Intel Tremont microarchitecture was first leaked in April 2018 as a successor to Goldmont Plus used in Gemini Lake processors among others. But Intel has now made it official and revealed details about Tremont architecture at Linley Fall Processor Conference in Santa Clara, California. The new architecture is said to deliver significant IPC (instructions per cycle) gains compared with Intel’s prior low-power x86 architectures. Tremont-based processors will target client devices, IoT products, 5G networking, efficient datacenter servers, etc… Tremont Architecture Some of the highlights of Tremont architecture include: Intel Core class branch prediction with long history,32 bytes based, L1 predictor (no penalty) and large L2 predictor Out of order fetch – 32KB instruction cache, 32 bytes/cycle, up to 8 outstanding misses 6-wide out of order instruction decode Dual 3-wide clusters Wide decode without the area of a uop cache Optional single cluster mode based on product targets 4 wide allocation […]

VersaLogic Harrier Credit-Card Sized Computer is Powered by Intel Atom E3930/E3950 Processor

Back in 2016, we wrote about VersaLogic Osprey industrial and military-grade computer based on Intel Atom Bay Trail processor, and slightly larger than a credit card. The company is now back with an upgrade with many of the same features, and the exact form factor, but VersaLogic Harrier comes with a choice of more powerful dual-core and quad-core E39xx Apollo Lake processors. VersaLogic Harrier (VL-EPU-4011) board specifications: SoC – Intel Atom E3930 dual-core @ 1.3 GHz or E3950 quad-core @ 1.6 GHz Apollo Lake processor with Intel HD Graphics 505 System Memory – 2GB or 8GB ECC-DDR3L (soldered) Storage 8GB or 32GB eMMC flash MicroSD slot SATA 2.0 port with latching connector mSATA via mini-PCIe slot Display Single-channel 18/24-bit LVDS up to 1024×768 @ 60Hz 1x mini-DisplayPort++ with HDMI and audio support up to 4096×2160 Connectivity – 2x Gigabit Ethernet ports with latching connector, network boot option on one of […]

Youyeetoo X1 x86 SBC