New Machine Learning Algorithms of Google and MIT Retouch Your Photos Before You Take Them

New machine learning algorithms by Google and MIT retouch your photos before being captured

It is getting tougher and tougher, as time goes by, to extract more and better performance out of your phone’s camera hardware. That is the reason why companies like Google are adopting the method of computational photography: using machine learning algorithm to improvise the output. The most recent exploration from the search giant, conducted along with scientists from MIT, progresses this work to a new level, creating machine learning algorithm that are able to retouch your pictures just like a professional photographer in reality, prior to capturing them.

The researchers utilised machine learning algorithm to build their software, instructing neural networks on a dataset of 5,000 images that are produced by Adobe and MIT. Every image in this compilation has been worked upon and improved by five various photographers and Google and MIT’s algorithms made use of this data to understand what kind of improvements are to be made to different photos. This might involve increasing the brightness at certain places, reducing the saturation elsewhere and so on.

Machine learning algorithm has been used before to improve photos, but the real progress with this particular research is concision of the algorithm so that they are compact and resourceful enough to efficiently and seamlessly run on any user’s device. The software itself if as big as a single digital image and as a blog post from MIT describes, it could be very well capable to “development images in a assortment of styles.”

This proves that in order to train the neural networks, new sets of images can be used and could also be able to replicate a particular photographer’s specific look. In similar way, companies like Facebook and Prisma have produced artistic filters that imitate the style of famous painters. Although smartphones and cameras are already processing the imaging data in real time, these recent techniques are more subtle and spontaneous and rather than applying general settings to the whole of the individual image.

For slimming down the machine learning algorithm, the researchers utilised a few varied techniques. These consisted of converting the changes made to every photo into formulae and using co-ordinates that are grid-like to map the pictures out. All of this means that the data about how the photos can be retouched can be mathematically expressed, instead of full-scale photos.

Google researcher Jon Barron told MIT that this technology has the probability to be very valuable for real-time image enrichment on a mobile phone. He added that utilising this machine learning algorithm for computational photography has an interesting outlook but it is retrained because of the severe constraints in computation and power of mobile phones. This paper may offer a way to avoid these hindrances and create new, interesting, real-time photographic memories without getting the battery drained or giving a slow viewfinder experience.

It’s not unlikely that this machine learning algorithm will be seen in one of Google’s future Pixel phones. Earlier, the company used its HDR+ algorithms to show more detail in terms of light and shadow on mobile phones right since the time the Nexus 6. And Google’s computational photography lead, Marc Levoy, told The Verge last year that they are “only just begun to scratch the surface” with their work.

How to Create Seamless SEO on Your New Business Blog

It's not easy to make a website that is search engine optimized and also has a great looking design. Many site owners tend to make compromises to the design of their site since getting traffic is more important in the big picture. The truth is that you can do both. You can create a seamless look for your site or blog while still optimizing it for the search engines. Here are some great tips for accomplishing this.

Use CSS to Manipulate Your Text

Trying to use SEO tags like the header tags can really hurt the look of your site. The h1 and h2 tags will display a text size that will make your headers and subheads look misplaced. Fortunately, this can be resolved with the use of CSS. By defining the font, style, size, color and other elements in your CSS file for your header tags, your text will use the settings of the CSS file. This can be done for other parts of your page like your sidebars, navigation menu and footers.

Plan Out the Structure Before You Build Your Site

It's important that you group together related pages under the right categories to create themes for your site. That helps the search engines determine what your pages are about. Unfortunately, many people make a website without planning out its structure. Start by using the Google Keyword Planner to research keywords you're going to be targeting for a few days. Then, think about what kind of content that you're going to create around those keywords and establish categories for these pages. Not going through this process can make it difficult to organize your site later on.

Put Effort into Designing Your Content

Designing your content is a concept that most people are not familiar with. There are many things that you can do to enhance the look of search engine optimized content. Start by using stylish web fonts to add a unique look to your content. Text created through graphic design usually looks better than standard text. But using a web font from a database like Google Fonts can really amp up the look of regular text. Then you want to create a visual hierarchy for your content so that it's easy to follow while still being SEO friendly. Add visual cues, engaging formatting, supplementary images and varying text to keep the user engaged.

Use the Related and Popular Post Widgets

When you create a new page of content, you want it to be indexed in the search engines as soon as possible. This can take some time if your pages are buried deep in your website. To get past this issue, you can simply use plugins to set up content widgets. These widgets can display related and popular posts throughout your site, allowing the search engine spiders to find all your pages. You will also want to use breadcrumb links to link your pages together. These links have an added bonus of being user friendly as well.

Put Emphasis on Mobile Friendly Design

Being mobile friendly is important to ranking well in Google. The easiest way to seamlessly make your site or blog mobile friendly is to use responsive design. There are many themes and templates that are responsive, so it's easy to get up and running. However, there are many little things that you'll need to do like rearranging your navigation menu, compressing image and making web buttons easy to click on small screens. These things may not necessarily affect search engine rankings but it affects whether or not the user stays on your site.

Optimize for Faster Site Loading Times

Did you know that the loading speed of your site is a ranking factor? While you may want to use high quality images and large multimedia files, you want to keep it to a minimum and leave it to users to decide if they want to load up these large files. There are many things that you can do from optimizing image sizes, enabling site compression, setting up a cloud network, to using browser caching. There are also tricks you can use like loading certain elements of your website first. Fast loading speeds also enhances the user experience which is an important part of web design.

Use the Right Plugins to Assess Your On-page Optimization

It can be difficult to ensure that your pages has the proper on-page optimization in place. There are many plugins that can make your job easier. Yoast SEO is the most recognized plugin. It will look at everything including your title, image alt tags, header tags and keyword density. It also lets you control your robots.txt file, create sitemaps, optimize your RSS feed for your blog, integrate social share buttons, and more. There are also plugins that will help you create content easier and integrate related keywords so that your content can perform better in the search engines.

See How the Search Engines View Your Site

At the end of the day, you may be satisfied with how your website or blog looks to your visitors. But are you aware of how the search engines view your site? You can use Browseo to see if your website is thin on content, presents the wrong elements first or is riddled with errors. For example, many site owners find that their top navigation menu or footer is read first by the search engines. In this case, they'd have to go back to change up their CSS and make sure their main content is being read first by the search engines.

As you can see, creating a great looking site that seamlessly is search engine optimized is not complex. The fundamentals really come down to site speed, proper CSS usage, planned site structure and a mobile friendly site. At the same time, you may need the help of an experienced designer that knows how to design for SEO when you're creating the CSS files. The thing to take away here is that you don't have to make big compromises to the look of your site to make it search engine friendly.

How You Can Use Google Search to Find eBooks Available at Your Local Library

Google Search is now becoming an e-book reader’s paradise by allowing them to find e-books from their local library.

One of the most common problems for the average book worm is titles are not easily available and waiting periods are long. This problem is compounded since people have limited budgets.

With the new Google search feature, book lovers are finding it easier to get books online. This Google search feature has now become a book lover’s paradise for its patrons.

Google said on Monday, 18th September 2017, that they have added a new feature on their website. When looking for a title, the name of the library closest to you comes up in the search results and you can borrow it in e-book form.

Many libraries across the US are now allowing book lovers to borrow books from their online collection. When you are looking out for a book through Google, you will get the name of the libraries near you, which carry that e-book as well as the outlets where you can buy it.

How Google search Works

The libraries that have the e-books will pop open in Google, known as “Knowledge Graph” cards. There is also a section that appears in the search results, that gives you info on searched-for books, such as description of the book, the author’s name, Good Reads ratings, and options for purchasing an e-book.
The e-book reader will get an option to borrow books from a list of libraries shown by Google with the e-book title under a section header, ”Borrow e-book”

The next time you search for a book title, you can see if the e-book is available to borrow from your library nearest to you.

You do not need to go through the humdrum of searching for books through an archaic library, since now Google will do the needful on your behalf.

It should save Google users the trouble of searching the digital collections at all the public libraries in the vicinity for a specific e-book title. When you click on the library’s link in the Google Search, the page on that library’s website with the e-book shows up.

The new feature is available on both the mobile and desktop to the users in the US.

On your mobile, search for the book you are interested in and click the “Get Book’ tab that appears on the top of the right hand side, just under the books info. You will be able to see where you can buy the e-book and below that, which libraries have it available.

On the desktop, the purchasing and library info appears on the right hand side of the screen. You get the library info on scrolling down. Once you click the library, you will have to type in your membership details to log in and get the book.

For those who make use of their library’s e-books, it is nice that Google will keep an eye out for you. E-book rentals are an excellent way to save cash if you are an avid reader. It can also be light on one’s pocket for those who set aside a budget to satisfy their reading habit.

Now that you can easily access your library’s catalog from Google Search, go ahead and read to your heart’s content.

Google is upgrading their features, making it easy for their users and patrons. This e-book feature is definitely making it convenient for their users and saving them a lot of time by saving a trip to their local library.

This Google Search feature is currently in the US and they will be rolling it out all over, in the near future.

3D Muscle that could Lift 1,000 times its own weight

Scientists are one step closer to humanoid robots. They have come up with an artificial 3D Muscle that can lift 1000 times its own weight.

The device in 3D Muscle is also known as an actuator can push, pull, bend, twist and even lift weights. This new device will not require a high power outage or even a separate compressor as did previous models.

Scientists are saying that this 3D Muscle is the closest they’ve ever come to a functioning human muscle.

The main goal of such a project is to combine artificial intelligence to control this 3d developed muscle. The 3D Muscle is said to have a range of applications especially in the medicine sector such as surgeries.

The way the 3D Muscle is developed will allow it to perform in high stress and high strain without being high in density. This study was achieved by lead author Aslan Miriyev.

The material derived is easy to make, made with environmentally safe materials and also has a low cost of development. The material developed by scientists combines the elastic properties and volume change attributes of other material systems.

After the desired shape is 3D printed, the muscle is made to expand, contract and rotate using a resistive wire and a low power consumption.

This 3D muscle was then tested in various settings and in each of these settings it was able to demonstrate significant expansion and contraction abilities.

In this testing environment, the 3D muscle was able to expand to up to 900% when heated at 80 degrees.
Via the use of a computer this 3D muscle is able to perform any tasks in almost any setting.

Up and until now no material was capable of replicating the functioning of a human soft muscle. None of the previously discovered materials was capable of showing the desired properties of high strain and stress.

Professor Hod Lipson said that the 3D printed material was capable of showing much promise especially in areas of high human interaction such as manufacturing and healthcare. He continued to say that till date the all materials made were extremely rigid. This limited their applicability. Today with the newly discovered 3D printable material, these soft robots can perform normal functioning such as grasping, manipulating objects, performing delicate tasks and picking up objects. The mobility that such a material affords makes it adept in performing all these tasks.

Scientists have made great strides in developing robot minds but robot bodies have remained altogether primitive. With these newly achieved 3D made muscles, scientists are now making great strides in the right direction. This new actuator can now be shaped in different ways depending on the setting it is to be used and its applicability.

This 3D printed muscle is the closest scientists have come to replicating human muscle. The material is now being used with different materials such as conductive materials are used in place of wire, which is said to increase the artificial muscle’s shelf life and response time.

Dr Aslan further stated that in time these muscles used in combination with artificial intelligence would be a milestone in replicating natural motion.

The 3D printed muscle showed great promise when weighing in merely 13 grams it was able to lift a 1 kg object in the testing environment.

Researchers are now aimed at using artificial intelligence in controlling the muscle, they say this would be the last milestone in achieving natural motion.

With this breakthrough technology, mechanical engineers at Columbia University have said that this 3d muscle will be even stronger than human muscle.

HyperLoop: Futuristic Hyperloop Hitting 200mph

Hyperloop Concept – Innovative Transport

A footage displaying an innovative travel concept that is rolled in altering Britain has been released to the public. Elon Musk, entrepreneur, funding the so-called Hyperloop project tweeted out a video from a test pod that travelled at 200mph on social media. Musk who had in 2013 been the first in coming up with the Hyperloop concept defined the innovative transport as a cross between a Concorde, a railgun and an air hockey table.

 The pods are said to be driven by magnets or air expelled through the vessels while the tubes would be suspended off the ground for the sake of protection from weather conditions as well as earthquake. Supporters of the projects have advised the Government to abandon HS2 and build the Hyperloop that could revolutionise London-focused economy of Britain.

The Hyperloop is said to complete the 163-mile journey from Manchester to London in around 18 minutes. Though Musk had been behind the initial concept, he is not included in the two companies competing to make his dream a reality. Hyperloop One known earlier as Hyperloop Technologies had in May 2016, completed the first public test of the propulsion system.

 

Futuristic Transport System; The Hyperloop

 
This had come up two months after the opposing start-up Hyperloop Transportation Technologies had got hold of a deal with the Slovakian government in discovering building system in central European country. The President of the think tank Policy North, David Harrison had stated that `Hyperloop could make jobs in London accessible to people living hundreds of miles away, challenging the north-south divide and also create a more balanced spread of wealth all over the country’.

He further added that workers would not need to move to London in order to access the best-paying opportunities, only to have the advantage of those positions wiped out by the soaring cost of living there. Likewise, businesses could locate to the north of England where there seems plenty of space there’. After Dubai had announced a deal with Hyperloop in November last year with a vision of bringing it to the Persian Gulf, the futuristic transport system could be going to the other areas of the world too.
 

Hyperloop – Vacuum Tube Technology

 
The space-age system which is developed by business magnate Elon Musk has been termed as the `fifth mode of transport’. The vision of travelling from London to Edinburgh has now been enhanced after Hyperloop One effectively verified a passenger pod travelling at 192 mph.

Visualized by SpaceX and Tesla founder Elon Musk, Hyperloop is said to be the vacuum tube technology which could modernize transportation. Currently the US-based Hyperloop One firm has directed its first pod rocketing along a 500-metre test track in the Nevada desert. The company ultimately intends to hit speeds of more than 700mph, capable of transporting passengers from LA to San Francisco in about 30 minutes or London to Edinburgh in 50 minutes.

The team were capable of restraining air resistance and shoot the soaring pod alongside a magnetised track on developing a vacuum. Made of structural aluminium as well as being lightweight carbon fibre, the pod is said to measure 28 feet long. The pod would be transporting passengers as well as cargo inside the tube utilising electromagnetic force together with magnetic floating.