Keras and the Dataset API graduate in TensorFlow 1.4

The latest release of Google’s popular open-source library TensorFlow graduates the Keras framework and Dataset API.

Keras is a machine learning framework written in Python which aims to minimise the time between ideas and working implementations. It consists of two high-level APIs: Keras Sequential, and Keras Functional.

Sequential models are created using the

By Ryan Daws, 09 November 2017, 0 comments. Categories: API, IoT.

Microsoft details Windows 10’s IoT capabilities in the Fall Creators Update

Microsoft has outlined all the ways the Fall Creators Update improves on the capabilities of Windows 10 for IoT solutions.

This build is version 16299 and is separate from the latest 1709 build of Windows 10. In the past, Windows 10 IoT was known as ‘Windows Embedded’ and represents a version of the OS for low-powered devices.

These are the new features in the update:

  • Richer .NET API surface for UWP apps. The set of managed types that can be used to

By Ryan Daws, 03 November 2017, 0 comments. Categories: IoT, Microsoft, Platforms.

The IoT spin cycle: Security challenges which continue to plague device manufacturers

In March this year, a curious issue was discovered on the Miele Professional PG 8528, a professional medical washer, that caught the attention of news outlets: “The corresponding embedded webserver "PST10 WebServer" typically listens to port 80 and is prone to a directory traversal attack;” the security flaw statement revealed, “therefore, an unauthenticated attacker may be able to exploit this issue to access sensitive information to aid in subsequent attacks. A Proof of...

By Adam Cecchetti, 20 October 2017, 0 comments. Categories: Devices, IoT, Security, Testing.

AutoML: Google's AI is now better at machine learning than its own programmers

Google's appropriately-named automatic machine learning AI, AutoML, is now producing better code than its own programmers.

So far there's no sign of Skynet-like aggression, thankfully, but it won't help to calm the fears of leading figures such as Elon Musk that AI is now doing a better job than humans at essentially coding itself.

AutoML is designed to be a solution to the problem of the lack...

By Ryan Daws, 17 October 2017, 0 comments. Categories: IoT.

LG opens its smart home platform to developers

LG Electronics has opened its arms to developers, allowing them to access its smart home platform SmartThingQ.

This opportunity gives developers a chance to visit the dedicated website wherein they can apply for a partnership, which if successful, will let them enter the platform’s application programming interface (API).

Once the developers have access to the SmartThinQ API, their services and products will formally carry the “Works with SmartThinQ” branding. Moreover, their IoT devices...

By Developer, 11 October 2017, 1 comment. Categories: IoT, Platforms.

Research: Consumers are most excited about these new technologies

The breakthrough technologies consumers are most excited about have been revealed in new research – providing an indication of what is set to be the next big thing.

Online smartphone retailer, Mobiles.co.uk, charted the sharp increase in demand for VR, AR, and AI. The firm also studied how the latest technological advancements are shaping the capabilities of tomorrow’s smartphones.

In the past 12 months, the company noted an increase from UK customers in:

  • Virtual reality (up 300%)

  • Artificial intelligence (up 56%)

  • Augmented reality (up 25%)

  • Curved screens (up...

By Ryan Daws, 21 July 2017, 0 comments. Categories: Android, Apple, iOS, IoT, Mobile, Platforms, VR, Wearables.

Arduino launches IoT developer kit for LoRa

Arduino has announced the launch of its IoT developer kit for developers working with LoRa technology at an event in Philadelphia.

The kit is based on LoRa devices and wireless RF technology from Semtech, with the two companies previously combining for individual LoRa-enabled nodes and gateway shields, announced earlier this year.

“The IoT and IIoT are extremely high growth markets. Accenture claims the IIoT alone will add $14.2 trillion to the global economy by the year 2030,” said Federico...

By James Bourne, 19 June 2017, 0 comments. Categories: Development Tools, IoT.

Android Things Preview 4.1 includes minor improvements for IoT developers

The latest Android Things preview update only contains minor improvements but could be useful for some IoT developers.

As the incremental version number suggests, this update isn’t filled with exciting new features. The first is support for the Pico i.MX6UL revision B board, while support for earlier revisions are being dropped. The latest board supports many common external peripherals from companies including Adafruit and Pimoroni.

A second addition is a smaller, more optimised version of Play...

By Ryan Daws, 16 June 2017, 0 comments. Categories: Android, API, Devices, IoT, Platforms.

Apple now allows any developer to build HomeKit devices

Apple wants to open HomeKit to even more devices by allowing any developer to build products which use the platform.

Many large smart home products support HomeKit for easy control of devices, but you previously had to go through Apple’s licensing program just to start tinkering with it. Apple kept quiet on HomeKit during their WWDC keynote, but it dropped some big news for the maker community shortly after...

Any registered developer can now start building HomeKit devices. Removing the licensing...

By Ryan Daws, 08 June 2017, 0 comments. Categories: Apple, Devices, iOS, IoT, Platforms.