Getting Started with Sipeed M1 based Maixduino Board & Grove AI HAT for Raspberry Pi

Last year we discovered Kendryte K210 processor with a RISC-V core and featuring AI accelerators for machine vision and machine hearing. Soon after,  Sipeed M1 module was launched with the processor for aroud $10. Then this year we started to get more convenient development board featuring Sipeed M1 module such as Maixduino or Grove AI Hat. Seeed Studio sent me the last two boards for review. So I’ll start by showing the items I received, before showing how to get started with MicroPython and Arduino code. Note that I’ll be using Ubuntu 18.04, but development in Windows is also possible. Unboxing I received two packages with a Maixduino kit, and the other “Grove AI HAT for Edge Computing”. Grove AI HAT for Edge Computing Let’s start with the second. The board is a Raspberry Pi HAT with Sipeed M1 module, a 40-pin Raspberry Pi header, 6 grove connectors, as well […]

A Compact Machine Learning Accelerator HAT for your Raspberry Pi

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 […]

Khadas Edge2 Arm mini PC

Cluster HAT Interfaces up to 4 Raspberry Pi Zero to Raspberry Pi 2/3/4 Board

Cluster HAT is a solution to the problem of building cluster computing. Distributed computing is difficult already, and this tiny hardware kit is one answer to the problem. Although building a computer cluster is not that easy,  it is one of the most impressive Raspberry Pi projects.  Why Cluster HAT? The Cluster HAT (Hardware Attached on Top)  interfaces a (Controller) Raspberry Pi A+/B+/2/3/4 with 4 Raspberry Pi Zeros. It is configured to use USB Gadget mode. Also, it is an ideal tool for teaching, testing or simulating small scale clusters. Cluster HAT leverages the flexibility of Raspberry Pi by allowing programmers to experiment with cluster computing. It is important you know that the HAT does not come with a Raspberry Pi or Pi Zero. The two are purchased separately. Pimoroni, the manufacturer, provides assembly and control instructions on its product page. Also,  they explain 3 ways of setting up the […]

Chatreey AC1-Z Low Power Fanless Mini PC Goes for $153 and Up

The Chatreey AC1-Z mini PC is running either the Intel Celeron Apollo Lake J3455 and the Intel Celeron Gemini Lake J4105 and boasts a full complement of features and SoC peripherals. It closely resembles the series of mini computers similar to the Zotac Nano mini PC. The Chatreey AC1-Z is a silent, fanless mini-PC that offers 4GB RAM, 4K resolution across two display inputs, and housing either the Apollo Lake or the Gemini Lake processors.  The Gemini Lake version has a choice of up to 64GB eMMC storage and offers a drive bay for an optional 2.5 SSD or SATA HDD. I/O 2x USB 3.0 Type A, 2x USB 2.0 Type A 1x LAN 1x Micro SD 1x Audio 3.5 mm 2x HDMI Features Power Button Kensington Lock Power Connector (12V 2.5A) Dual-band WIFI /WLAN 802.11ac+BT The AC1–Z system is inspired by other mini-PC models and carries a lot of […]

Raspberry Pi 4 vs Pi 3 – What are the differences?

So now that the Raspberry Pi 4 model B has just been launched, it may be worth checking out the differences against the previous latest single board computer from the Raspberry Pi foundation, namely Raspberry Pi 3 model B+. Let’s get straight to the Raspberry Pi 4 vs Pi 3 B+ comparison table. Features/Specs Raspberry Pi 4B Raspberry Pi 3 B+ Release date 24th June 2019 14th March 2018 SoC Broadcom BCM2711 quad-core Cortex-A72 @ 1.5 GHz Broadcom BCM2837B0 quad-core Cortex-A53 @ 1.4 GHz GPU VideoCore VI with OpenGL ES 1.1, 2.0, 3.0 VideoCore IV with OpenGL ES 1.1, 2.0 Video Decode H.265 4Kp60, H.264 1080p60 H.264 & MPEG-4 1080p30 Video Encode H.264 1080p30 Memory 1GB, 2GB, or 4GB LPDDR4 1GB LPDDR2 Storage microSD card Video & Audio Output 2x micro HDMI ports up to 4Kp60 3.5mm AV port (composite + audio) MIPI DSI connector 1x HDMI 1.4 port up […]

Grove AI HAT Helps Raspberry Pi Run Edge Computing Workloads

Last year we wrote about Kendryte K210 dual core RISC-V processor  specifically designed for for machine vision and machine hearing as well as the corresponding Kendryte KD233 which enables inference at the edge, e.g. tasks such as face recognition or object detection. Latter on we found the processor in Sipeed M1 module which went for as low as $5 in a crowdfunding campaign, and was fitted to some low cost boards now selling for $12.90 on Seeed Studio. The latter company has now designed Grove AI HAT that aims to assist Raspberry Pi in running the edge computing workloads previously described, as exposes 6 Grove interfaces to extend functionality with some of the Grove add-on modules. Grove AI HAT specifications: AI Module – Sipeed “MAIX” M1 with Kendryte K210 dual core RISC-V processor @ 600 MHz, KPU Convolutional Neural Network (CNN) hardware accelerator, APU audio hardware accelerator, 8 MB general […]

Rockchip RK3568/RK3588 and Intel x86 SBCs

FCC: That Cheap Chinese TV Box may end up Costing you $147,000

Buying inexpensive TV boxes from China is fun, but in order to provide the lowest possible price, some manufacturers may cut corners, and forgo things like FCC certification. It seems the FCC has noticed an issue an enforcement advisory / public notice entitled “VIDEO TV SET-TOP BOXES, INCLUDING THOSE THAT STREAM INTERNET CONTENT, MUST COMPLY WITH FCC EQUIPMENT AUTHORIZATION REQUIREMENTS” with the threat of fines exceeding $147,000. If you are an individual you may think that you are safe since you are not “marketing” anything, but a footnote explains the meaning of marketing: Importing, advertising and selling are three aspects of “marketing” under the Commission’s rules. The text of the notice further mentions that even just operating the device is a violation, and anyone doing so should stop immediately. The document explains a little more about the fines: Users, manufacturers, importers, and retailers that violate Commission marketing or operating rules […]

Design your own NAS with $25 4x SATA HAT for NanoPi M4 Board

NanoPi M4 is one of the many Rockchip RK3399 boards available on the market today. The SBC follows Raspberry Pi form factor, comes with 2 to 4 GB RAM, four USB 3.0 ports, Gigabit Etherent, HDMI 2.0, etc.. and exposes the 2-lane PCIe interface from the Rockchip processor not through a typical PCIe slot or mini PCIe slot, but instead through a 2.54mm pitch header. I feel like an odd choice at first glance, but it now makes complete sense, as the company has launched a 4x SATA HAT for NanoPi M4 board that leverages the header with PCIe 2x signals. 4x SATA HAT for NanoPi M4 key features and specifications: PCIe to SATA Chipset – Marvell 88SE9215 four-port 6Gbps SATA I/O controller USB – 2x 4-pin USB 2.0 host connectors Expansion – NanoPi M4 40-pin header exposed Misc Power key, unpopulated power key jumper Power LED, 4x SATA LEDs […]

Khadas VIM4 SBC