HIS article presents a benchmark comparison of off-theshelf proprietary visual-inertial odometry (VIO) systems in six challenging real-world environments, both indoors and used for autonomous navigation of robotic applications, which outdoors. Especially, we select the following four proprietary are the process of determining the position and orientation of VIO systems that are frequently used in autonomous driving a camera-inertial measurement unit (IMU)-rig in 3D space by robotic applications: analyzing the associated camera images and IMU data. As Apple ARKit [4] - Apple's augmented reality (AR) platform, the VIO research has reached a level of maturity, there exist which includes filtering-based VIO algorithms [8] several open published VIO methods such as MSCKF [1], to enable iOS devices to sense how they move in 3D OKVIS [2], VINS-Mono [3], and many commercial products space.

UC Berkeley AI researchers are using an iPhone X and Apple's ARKit to train a robotic arm how to grasp an object. ARKit creates point clouds from data generated by moving an RGB camera around an object for two minutes. Robotic grasping is a particular robotics subfield focused on the challenge of teaching a robot to pick up, move, manipulate, or grasp an object. The Dexterity Network, or Dex-Net, research project at UC Berkeley's Autolab dates back to 2017 and includes open source training data sets and pretrained models for robotic grasping in an ecommerce bin-picking scenario. The ability for robots to quickly learn how to grasp objects has a big impact on how automated warehouses like Amazon fulfillment centers can become.

Apple's Worldwide Developers Conference kicks off next week, one of two major events the company hosts every year. WWDC, like other developer events, is largely focused on the platforms that app makers build stuff for; in this case, iOS and MacOS, along with tvOS and watchOS. It's not only a chance for consumers to get a preview of how the next significant software rollout could fundamentally change their iPhones, but WWDC can also be a bellwether for what Apple has set it sights on for later in the year, when it typically releases new hardware. This year's WWDC will be notable for a few reasons. For one, it's the 10th anniversary of the App Store, which launched in July 2008, a year after the iPhone was born.

Your next shopping experience could be powered by Augmented Reality (AR) as fashion brands gear up for a digital makeover. In a comprehensive 2018 study, 'The State of Fashion' by McKinsey & Company and The Business of Fashion (BoF), leading innovators will reveal the possibilities of artificial intelligence across all parts of the fashion value chain, exploring new ways of creating value for those employed in the fashion industry. The study shows that more than 75% of fashion retailers plan to invest in AI in 2018/2019. Recently, Zara's parent company Inditex SA announced that it is shifting its focus to online businesses. The technology required to run its "global store and online platform" has already attracted a record investment of roughly $2.2 billion.

One of the immense industries on the planet, the Mobile app ecosystem seems to bloom incredibly in 2018. No doubt, iPhone, and its applications are major aspects of this industry and being part of the industry have proven its potentials through exceptional iPhone apps till the date. When it comes to iPhone App Development it is quite a big challenge for the development companies and developers to survive in such competitive environment. Whatever you bring, develop or innovate should be powerful and market compatible, so as to stand distinct and be prominent. The best iPhone apps for developers and firms must ensure and have great practice over the measure of user engagement, marketing campaigns, and monetization strategies for their iOS applications.

Apple's ARKit is capturing the attention and imagination of developers and media alike, drawn in by an estimated 700 million iPhone owners around the world who now have AR devices. ARKit is setting the stage for the next era of AR development, and now Google has entered the fray with ARCore to cater to Android developers. Yet AR technology is still in its infancy. For real industry maturity to occur, a unified effort must be made to develop the core technologies that allow for truly immersive experiences. For all the discussion on what the future AR/VR user experience will look like and how to get there, four categories stand out which will serve as a point of focus over the next 1-2 years to push the entire industry forward: Displays, expanding network bandwidths, deep learning, and interactive communication.

To highlight just two: iPhone owners will no longer have to dig through their photo gallery to send or edit a screenshot, and the iPad's multitasking sidebar can now be moved to the other side of the screen. Other changes are more than mere convenience-boosters, too. A few additions aim to change the way users interact with apps, while others make the iPad better-equipped to function as a laptop replacement. Here's a breakdown of the features we're most excited to see. Apple's popular voice assistant is getting a major makeover in iOS 11.

Sometimes the upgrades are gentle, other times, like with the arrival of iOS 7 when every icon was changed and the look of the software given a massive overhaul, it's almost unrecognisable. This year is somewhere in between. There are updates to some of the shortcut icons (the Maps icon now includes the circular Apple Park HQ on it!) But this year there are plenty of alterations you'll notice. The biggest changes, arguably, are on the iPad, but there are so many of these I'll come back to them separately.

As iPhone 8's launch nears, developers have started making augmented reality games for Apple's upcoming device. Epic Games, the company behind games such as'Gears of War' and'Infinity Blade', Monday launched its Unreal Engine 4.17, which includes in its list of additions experimental support for Apple ARKit. Epic Games' chief technical officer, Kim Libreri, told Engadget, "We want to go beyond gameplay for AR, it's more about what's unreal and real. The engine is always gonna be a great gaming engine. What we're really seeing is the gamification of everything else [and] it's gonna be hugely disruptive."

Apple's tenth-anniversary device, iPhone 8's release is still a month or so away. While the company has been largely silent about the device, it keeps surfacing in leaks and rumors. New features of the smartphone were leaked last week when developer Steve Stoughton Smith revealed the data he had found in the firmware of the company's smart speaker – the HomePod. In one of his tweets, he revealed that the upcoming iPhone would have facial recognition via a software called BiometricKit. While Apple has already announced its ARKit for developers at the World Wide Developers Conference 2017 in May, this is the first mention of the BiometricKit.