TechWire

Author - Maduri Hansanie

AI creates fictional scenes out of real-life photos

With the advent of AI technology, self-driving cars, facial recognition and speech recognition are some of the adaptations that people make use of, in their day to day life. Presently AI is on its way to build photorealistic worlds on its own.

In the research carried out by Researcher Qifeng Chen of Stanford and Intel, 5000 photos from German streets were fed into the AI system. This was a Tensorflow implementation of cascaded refinement networks. With a small amount of human help AI system was able to build slightly blurry recreated scenes. The video above is a result of the research carried out.

In order to create an image using the AI system, humans have to enter details of what object goes where. For example, place a car there, place a tree here, put a building along to the right. It is sketched in numbers and the system manages to create an utterly unique scene based upon the input. In other words, when a semantic label map is input into the system, AI produces photographic images that conforms to the input layout.

 

Based on the paper “Photographic Image Synthesis with Cascaded Refinement Networks” presented at International Conference on Computer Vision, the system thus behaves as a rendering engine that takes a 2D semantic description and produces a corresponding image.

AI Model is a convolutional network, trained based on supervised learning on pairs of photographs and corresponding semantic layouts. The images that were synthesized, seamlessly scaled up to a resolution of 2 megapixels (1024×2048).

Even though AI is not able to create paintings to approach photorealism as highly trained craftsmen, these experiments have proved that artificial systems have the ability to synthesize an image that looks like a photograph based on a given novel semantic layout.  

iRobot – Design and build robots for the future

With futuristic technology helping us in our daily tasks, consumer robots tend to play a prominent role.“ iRobot ” is such an American innovative company that designs and deploys consumer robots to help people perform their day to day tasks easily.

Let’s have a look at how it all started. iRobot is a  public corporation,  founded in 1990 by “Rodney Brooks”, “Colin Angle” and “Helen Greiner”, three graduates of MIT. Its headquarters is located in Bedford, Massachusetts.

The first ever robot developed by the company was “Genghis” in 1991. Its purpose was to serve as a test platform for researchers. It is currently exhibited at Natural Air and Space Museum (NASM), in Washington DC, USA.

Since the beginning of time, this robotics company has deployed many helpful robots to the market to make people’s daily lives easier. There are many different types of robots available in the market in the present context. Let’s take a look at some of the developed consumer robots.

“Roomba” a robot cleaner, that is designed for you and your home.

It has the ability to sweep the corners of houses which people find hard to reach.  It has dual counter-rotating brushes which efficiently removes dirt, dust, and debris from floors. You can have a customized cleaning experience and view the cleaning history.

It can be connected with  Amazon Alexa and the Google Assistant and you just have to speak up to get the cleaning done!

“Braava” belongs to the family of mopping robots,

“Cleaner floors. Fresher home. Every day.”

It has a jet spray and a vibrating cleaning head that loosen dirt and stains while Braava pads breakup and lock away dirt.

iRobot “Mirra” is a pool cleaning robot.

“The underwater robot removes the debris you can see and the hidden stuff you cannot”- Forbes. Mirra has a deep cleaning ability that removes all the dirt particles and bacteria as small as two microns. Because of Mirra, pool cleaning never has been easier.

iRobot Looj 330 Gutter Cleaning Robot, it is able to blast away leaves, dirt, and clogs while brushing gutters clean.

 

It’s skilled in performing difficult and uncomfortable jobs for you. It has two operational modes; Manual mode and Automatic CLEAN mode. The user can select the manual mode and control the robot or just push the CLEAN button and let Looj travel down your gutter on its own where it senses and adapts to debris to provide a more effective cleaning facility.

From the origination of iRobot in 1990  by MIT roboticist, it has grown to become a leading global consumer robot company in the present-day. There have been sales of more than 15 million robots worldwide and more than  25 years of leadership in the robot industry.

Forging a new path entirely of home cleaning, iRobot stays committed to developing new social robots that can save people’s precious time and allow people to engage in their day to day activities in a relaxed manner.

Microsoft aims to make Artificial Intelligence mainstream

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Microsoft went huge on Artificial Intelligence as they revealed the new AI integrated tools at Microsoft Build on Wednesday, the 10th of May.

The Technology Giant unveiled their vision, how AI driven tools can be incorporated into people’s day to day activities to make people’s lives smarter, efficient and improve wellbeing.

Microsoft research runs deep into areas of machine learning, speech recognition, image recognition and hand gesture recognition.

Microsoft executive vice president of artificial intelligence and research Harry Shum stated, “We are infusing AI into every product and service we offer. We’ve been creating the building blocks for the current wave of AI breakthroughs for more than two decades.”He also pointed out that now they are on the verge of using those research breakthroughs.

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