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 Question Answering


Introduction to Visual Question Answering: Datasets, Approaches and Evaluation - Tryolabs Blog

@machinelearnbot

Historically, building a system that can answer natural language questions about any image has been considered a very ambitious goal. So, how many players are in the image? Well, we can count them and see that there are eleven players, since we are smart enough not to count the referee, right? Although as humans we can normally perform this task without major inconveniences, the development of a system with these capabilities has always seemed closer to science fiction than to the current possibilities of Artificial Intelligence (AI). However, with the advent of Deep Learning (DL), we have witnessed enormous research progress in Visual Question Answering (VQA), in such a way that systems capable of answering these questions are emerging with promising results. In this article I will briefly go through some of the current datasets, approaches and evaluation metrics in VQA, and on how this challenging task can be applied to real life use cases.


Orange Bank brings new customer experience with its virtual advisor powered by IBM Watson โ€“ IBS Intelligence

#artificialintelligence

Orange Bank has entered the banking market with Djingo, a virtual advisor powered by IBM's Watson. "The virtual advisor brings customers a unique experience allowing them to interact with their bank when and where they want," said Andrรฉ Coisne, CEO of Orange Bank. For the French, mobile banking is becoming the preferred mode of interaction with their bank. Today, nearly two out of three (63%) French people have downloaded their bank's app on their mobile, and almost half (47%) consult their app at least once a week*. Orange Bank offers a new quality of customer services through a virtual advisor called'Djingo', which is powered by IBM Watson delivered through IBM Services.


What is Voice Search and Why it's The Future - Chatamo

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In 2015, 1.7 million voice-first devices were shipped across the U.S. But the number soon rose up to 6.5 million in 2016. The increase in the trend captured the growing demand for voice-search in the coming years. Voice-search technology has existed for many years but its evolution has just begun. From automated voice recognition phone system to simplified voice to text dictaphones, voice technology was adopted in different forms all across the globe.


Lawn Care Brand TruGreen Is Using IBM Watson Advertising's AI To Plant Repeat Business

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The role of artificial intelligence in advertising is leaping from the experimental stage to something more commonplace, as all marketers want to reach "the right person, at the right time, at the right place with the right message." That was the impetus behind lawn care services chain TruGreen's expanded use of IBM Watson Advertising's AI tools to target specific customers with ads recommending specific offers related to local conditions. TruGreen boasts 2.3 million commercial and residential customers with 260 lawn care branches in the United States and Canada, plus about 35 franchise locations. To reach those people and businesses with a timely message about their individual lawn care needs, the IBM Watson ads takes in many factors that might come into play, such as weeds, thin grass, dryness, lack of growth, or grass discoloration. "At TruGreen, we are constantly looking for new and innovative ways to interact with consumers," said Kari Rajaniemi, Chief Marketing Officer, TruGreen.


Orange Bank taps IBM Watson for virtual advisor

#artificialintelligence

"Orange Bank has entered the banking market with an innovative, new offer. Djingo powered by Watson is one of the bank's innovations. The virtual advisor brings our customers a unique experience allowing them to interact with their bank when and where they want," said Andrรฉ Coisne, CEO of Orange Bank. For the French, mobile banking is becoming the preferred mode of interaction with their bank. Today, nearly two out of three (63%) French people have downloaded their bank's app on their mobile, and almost half (47%) consult their app at least once a week*.


IBM Watson CTO: The 3 ethical principles AI needs to embrace

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IBM Watson CTO Rob High has done a lot of thinking about the privacy, security, and ethical implications of artificial intelligence. He presented some of those ideas at Mobile World Congress 2018, and we talked to him about some of his key findings. You can watch the interview above or read the transcript below. High said, "One of the things we have to realize about AI--it's relatively new to all of us. There's a lot about it that we don't all fully understand. Even as a technologist, we know where we're trying to bring the technology, but on the other side there's lots of people for which this technology is new. The experiences around that are going to be different. As with any new technology, it's really important that we be thinking now about how we do that ethically and responsibly. For us, that comes down to three basic principles. "What that basically means is that when you're using an AI technology, you have to trust that it's going to be doing the right thing.


IBM Watson is heading to space in an 11-pound smiling orb called CIMON - SiliconANGLE

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IBM Corp.'s Watson is heading to space, specifically the International Space Station, in the form of an 11-pound, artificially intelligent smiling orb. The orb, dubbed CIMON, short for Crew Interactive Mobile Companion, will be taken to the ISS in June by German astronaut and scientist Alexander Gerst. It has been designed as an experimental assistance system to support astronauts in performing routine work. Complete with an "expressive digital face," CIMON will initially assist Gerst in running a series of tests, including an experiment with crystals, solving a Rubik magic cube based on videos, and a complex medical experiment. "CIMON's digital face, voice and use of artificial intelligence make it a'colleague' to the crew members," IBM said in a blog post Monday.


IBM Watson CTO Rob High on bias and other challenges in machine learning

#artificialintelligence

For IBM Watson CTO Rob High, the biggest technological challenge in machine learning right now is figuring out how to train models with less data. "It's a challenge, it's a goal and there's certainly reason to believe that it's possible," High told me during an interview at the annual Mobile World Congress in Barcelona. Google's AI chief John Giannandrea, for example, also recently listed this as one of the main challenges the search giant's machine learning groups are trying to tackle. Typically, machine learning models need to be trained on large amounts of data to ensure that they are accurate, but for many problems, that large data set simply doesn't exist. High, however, believes this is a solvable problem.


IBM's Watson is going to space

#artificialintelligence

IBM yesterday announced it would be providing the AI brain for a robot being built by Airbus to accompany astronauts aboard the International Space Station (ISS). When only the best of the best will do, it looks like Watson has the right stuff. The robot, which looks like a flying volleyball with a low-resolution face, is being deployed with German astronaut Alexander Gerst in June for a six month mission. It's called CIMON, an acronym for Crew Interactive Mobile Companion, and it's headed to space to do science stuff. It'll help crew members conduct medical experiments, study crystals, and play with a Rubix cube.


Sky Q update: Host of new features to come to boxes and TVs this spring

The Independent - Tech

Sky has revealed a whole range of new updates to its Q boxes. The range of new features and tweaks will be arriving on viewers' TVs over the coming months. They include features like Spotify on the TV box, a doubling of the amount of the 4K content that will be available, improved voice functionality, and greater personalisation. The company will also change the design of the menus that are used to get around, including a new widescreen interface and a special mode for kids. Spotify is perhaps the most significant update, marking a major upgrade in the way that people can listen to music on their Sky box.