Tag Archives: Google

Google Launches New DIY Artificial Intelligent Kit Powered by The Raspberry Pi Zero WH

The Google AIY (Artifical Intelligent Yourself) Project Team is no new and has been in existence for a while now. Their job is to deal with two significant parts of the AI community namely; voice and image recognition. Although they launched the first generation of AIY Vision and Voice kits that comes equipped with a Raspberry Pi last year, they have now modified the kits and this lead to the creation of a new generation of AIY Vision and Voice kits. Unlike the previous kits which made use of Raspberry Pi 3, the new kits which are smarter and cost-effective are based on the smaller Raspberry Pi Zero WH.

AN INTELLIGENT CAMERA

Due to the “continued demand” for the Voice and Vision kits mostly from parents and teachers in the STEM environment, Google decided to “help educators integrate AIY into STEM lesson plans and challenges of the future by launching a new version of our AIY Kits.” The new vision kit has a Raspberry Pi Camera Module V2 which can be easily assembled to create a do-it-yourself intelligent camera which cannot only capture images but also recognize faces and objects.

The Vision Kit comes with USB cable and a pre-provisioned micro SD card. Raspberry Pi Zero WH which the new kit was based on, has the same features as the Raspberry Pi Zero W. However, the Pi Zero WH comes with a soldered 40 – pin GPIO. It is also more flexible and less expensive than Raspberry Pi 3. The Vision kit is less costly as compared to the previous version because Pi Zero WH was used and can be bought for just $90. Other parts of the Vision Kit include; the cardboard case, a speaker, wide lens kit, standoffs and many more.

A SMART SPEAKER

 

The Voice Kit has most of the features found in Vision Kit but there are few differences such as the absence of a camera module and the presence of a Voice Bonnet Hat and Voice Hat stereo Microphone boards. If you argued that cardboard cannot talk, then you were wrong as the AIY Voice Kit has accomplished that already. The kit comes enclosed in cardboard and costs $50. It also has a speaker, wires, and even an arcade button.

The Voice Kit is linked with Google Cloud Speech API & Google Assistant SDK , can answer questions and perform certain tasks that has been programmed to do.

The new AIY Kits are available for purchase at US retailer Target:

The kit is expected to be available in the UK this summer.

The Google team is introducing a new way to interact with the Kits alongside the traditional use of “monitor, keyboard, and mouse” using a companion app for Android devices. The app aims to make wireless setup and configuration a snap. The app will be available alongside the launch of the new kits from the Google Play store. Google is also working on iOS and Chrome companion apps, which should be coming along soon.

More information about this development can be found on the Google AIY website

Google Bristlecone, The Race To Quantum Supremacy

On Monday, March 05, 2018, research scientists from the Google Quantum Al lab whose goal is to build a quantum computer that can be used to solve real-world problems, presented their latest quantum processor called Bristlecone at the annual American Physical Society meeting in Los Angeles.

Qubits or quantum bits are merely the quantum analogue of classical binary bits. Two of the most critical challenges researchers face in their journey to achieve quantum supremacies are error rules and subsequent scalability, this is because qubits are unstable and can be unfavorably affected by noise and can only maintain one state for less for one hundred of microseconds.

Researchers from Google have calculated that a system with 49 quantum bits, a circuit depth exceeding 40 and a two-qubit error below 0.5 percent can “comfortably demonstrate” quantum supremacy. Quantum supremacy is the point where quantum computers can run certain algorithms faster than a classical computer ever could. This has been the dream of many major tech startups and companies including Microsoft, IBM, and Intel.

Bristlecone is Google’s newest quantum processor

Every Bristlecone chip has 72 qubits which might significantly reduce the error rates associated with qubits; however, Google believes quantum computing is not all about qubits. The research team further backed this belief with what they wrote in a blog post:

Operating a device such as a Bristlecone at low system error requires harmony between a full stack of technology ranging from software and control electronics to the processor itself.

The guiding design principle for Bristlecone is to preserve the underlying physics of Google’s previous 9-qubit linear array technology which demonstrated low error rates for readout single-qubit gates to 0.1 percent and most importantly two-qubit gates to 0.6 percent as its best result. This device uses the same scheme for coupling, control, and readout, but is now scaled to a square array of 72 qubits. Therefore they chose a device of moderate size to be able to demonstrate quantum supremacy in the future, first investigate and secondly order error-correction using the surface code to facilitate quantum algorithm development on actual hardware (quantum computers).

Right now, Bristlecone has crowned Google – King of Quantum Computing, a title which previously belonged to IBM because of their 50 qubits chip. However Bristlecone did not just crown Google, it also shortened the race for quantum supremacy as we know it, which Google is “cautiously optimistic” about winning. Despite Google leading the race in Quantum Computing, the ultimate goal of Quantum Supremacy is still far off and might not be surprised if companies like IBM pull something up in the near future.

Google offers AI vision kit for Raspberry Pi owners

Google’s Vision Kit lets you build your own computer-vision system for $45 along with your own Raspberry Pi.

The company has now launched the AIY (AI yourself) Vision Kit that lets you turn Raspberry Pi equipment into an image-recognition device. The kit is powered by Google’s TensorFlow machine-learning models and will soon gain an accompanying Android app for controlling the device.

According to Google, Vision Kit features “on-device neural network acceleration”, allowing a Raspberry Pi-based box to do computer vision without processing in the cloud. The AIY Voice Kit relies on the cloud for natural-language processing.

Google offers AI vision kit for Raspberry Pi owners – [Link]

Android Things, Google’s IoT Platform

Google had launched Android Things,  a new comprehensive IoT platform for building smart devices on top of Android APIs and Google’s own services. Android Things is now available as a developer preview.

Android Things was basically launched as an enhancement for Brillo, Android based OS used for embedded development in particular for low-power IoT devices, and it is based on its feedback and best practices. Google had announced Android Things as re-branding of Brillo to solve many issues like the security of IoT devices.

Platform Architecture

Both work in conjunction with Weave, an open, standardized communications protocol that supports various discovery, provisioning, and authentication functions. Weave enables device setup, phone-to-device-to-cloud communication, and user interaction from mobile devices and the web. The chief benefit is allowing a “standardized” way for consumers to set up devices. Belkin WeMo, LiFX, Honeywell, Wink, TP-Link and First Alert will adopt Weave to make their devices able to interact with some Google products like Google Assistant.

One of the great things about Brillo was the security issue with IoT applications solved by choosing to use secure boot and signed over-the-air updates and providing timely patches at the OS level. Partnered with hardware manufacturers to build new devices based on Intel Edison, NXP Pico and the Raspberry Pi 3, Google will build the needed infrastructure to run the OS updates and fix security issues respectively on these devices.

Android Things makes developing connected embedded devices easy by providing the same Android development tools, best-in-class Android framework, and Google APIs that make developers successful on mobile. For more details about Android Things you can check the documentation provided here, where you can find also the developer’s preview.

Brillo, the new OS for IoT by Google

Google had launched Brillo, a new Android based OS used for embedded development – in particular for low-power, IoT devices. Brillo brings the simplicity and speed of software development to hardware for IoT with an embedded OS, core services, developer kit, and developer console.

google-brillo-operating-system-for-internet-of-things

Brillo works in conjunction with Weave, an open, standardized communications protocol that supports various discovery, provisioning, and authentication functions. Weave enables device setup, phone-to-device-to-cloud communication, and user interaction from mobile devices and the web. The chief benefit is allowing a “standardized” way for consumers to set up devices.

Brillo Structure
Brillo Structure

The big challenge  is unifying and facilitating the communication among the estimated 200 billion smart devices expected by 2020. Whether you’re looking to build a simple DIY project or implement an enterprise scale m2m (machine to machine) project, Google’s new tools will be a big help.  Fortunately, Brillo appears pretty easy for developers who are already familiar with Android.

Check this video by Google about Brillo and its features, and you can watch another video about Weave

Brillo supports a trio of ARM, Intel, and MIPS hacker SBCs (Single Board Computers) called “ made for Brillo” hardware kits. One of these kits is The Edison kit for Brillo by Intel, that includes an Edison IoT module plugged into a baseboard that offers convenient, Arduino-style expansion compatibility.

Edison for Brillo SBC
Edison for Brillo SBC

One of the great things about Brillo that the security issue with IoT applications is solved by choosing to use secure boot and signed over-the-air updates and providing timely patches at the OS level.

If you are interested in developing Brillo itself you can check the Brillo developer portal where code, development tools, and documentation for the Android-based Brillo embedded OS for Internet of Things devices can obtained. You should ask for an invitation then when you gain access you will get everything needed for your next project.
A high introduction was presented by Intel in the Open IoT Summit  in April 2016, you can check it here.
As Intel, UN and IDC mentioned in their joint report that there will be an average of 26 smart devices for every human in just 5 years, we can predict a rapid growing development and enhancements for IoT systems, devices and protocols.

Time-based One-time Password fob for Google Authenticator

espruino_otp

conoroneill.net has coded an Espruino Pico to work like a HID device.

Now that the Espruino Pico has (beta) HID support, it can pretend to be a keyboard or mouse (or other HID compatible device). This makes it possible to send characters to the active window on your Windows/Linux/Mac PC. I’ve cobbled together some code which turns the Pico into a device like a YubiKey. Press the button and get the latest auth code pasted automatically for you.

Time-based One-time Password fob for Google Authenticator – [Link]