On the way to artificial intelligence, Google has been buying and buying. Google established the AI ​​department in 2011. At present, more than 100 teams have used machine learning technologies, including Google Search, Google Now, Gmail, etc., and injected a lot of machine learning functions into their open source Android mobile phone system (such as convolution). Neural network development Android mobile phone speech recognition system). Google's current products and services are driven by major AI technologies, such as Google's use of deep learning technology to improve search engines, identify Android phone commands, and identify images of their Google+ social networks. In August 2015, Google announced a restructuring of its parent company, Alphabet, which was fully transformed by search engine companies into high-tech companies covering a wide range of fields. But do you know that Google’s acquisition of artificial intelligence has actually started in 2006. According to the online public information, we have compiled the artificial intelligence company that Google has acquired over the years, as shown in the following figure. DeepMind (acquired by Google on January 26, 2014) Deepmind is arguably the hottest artificial intelligence startup in the moment and was acquired by Google on January 26, 2014. Although acquired by Google, DeepMind has been operating independently, and their goal is to develop software that can "stand alone." In order to be able to develop this type of artificial intelligence software, DeepMind trains its own artificial intelligence to accomplish certain tasks using the help of massive data sets. According to the currently available information, Deepmind is mainly used in the following areas: Game From Atari games to StarCraft, DeepMind has continued to improve on the road to upgrade. In addition, the AlphaGo developed by DeepMind became famous in the 4:1 battle with Li Shishi in March this year, and also demonstrated the strength of DeepMind in this respect. 2. Medical The DeepMind Health program uses machine learning systems to improve medical and diagnostic processes. The first project, in partnership with the Royal Free NHS Trust in northern London, developed a mobile app that provides cutting-edge analysis for clinicians. The second project was implemented at the Moorfields Eye Hospital, which hopes to develop a machine learning system that uses digital scans of the eye to identify eye diseases that are harmful to vision. The third project is the latest collaboration between DeepMind and NHS to address head and neck cancer problems. 3. Calculation DeepMind's technology is currently available in search, robotics and the Internet of Things, and Google even uses DeepMind to help reduce power consumption in large data centers. Api.ai (acquired by Google on September 19, 2016) Api.ai's API allows computers to understand human language and translate into action through techniques such as speech recognition, intent recognition, and contextual context understanding, helping developers create conversational smart assistants like Siri for chatbots, apps, and Smart home appliances, etc. Api.ai has proven that they can help developers design, develop, and continuously improve conversational interfaces. More than 60,000 developers are using the tools of API.ai to develop a conversational experience. Api.ai provides an industry-leading conversational user interface platform that helps Google guide developers to continue to develop great natural language interfaces. Moodstocks (acquired by Google on July 6, 2016) Moodstocks was founded in 2008 as a small startup and they are not large. Moodstocks is based on image recognition technology and launched Moodstocks Notes, an image recognition application for smartphones. After joining Google's R&D team in Paris, they will continue to develop their own visual image recognition tools. Dark Blue Labs (acquired by Google on October 23, 2014) Dark Blue Labs is a deep learning company that specializes in data architecture and algorithm development. It was acquired and incorporated into DeepMind. Jetpac (acquired by Google on August 17, 2014) San Francisco-based Jetpac produces city tour guides through social image sharing tools such as Instagram. By analyzing food, decoration and character pictures, Jetpac's software analyzes the various characteristics of the city. Before Jetpac was acquired, there were three smartphone apps, including a city guide assistant, an image analyzer and a photo detection tool, which were acquired and incorporated into Picasa. Emu (acquired by Google on August 6, 2014) Emu is a voice-like assistant Siri but is a "built-in helper through text messaging services." It integrates features like the Siri Personal Assistant and will automatically perform the tasks of the Mobile Assistant based on your chat history. For example, automatically create a schedule, set a time reminder, and even help you book a restaurant. Emu was acquired by Google and used mainly in Google Hangouts and Google Now. Flutter (acquired by Google on October 2, 2013) Founded by Navneet Dalal and Mehul Nariyawala at the end of 2010, Flutter uses computer vision technology combined with gesture monitoring and recognition technology to enable users to manipulate computers and mobile devices with simple gestures. Flutter was acquired by Google and is mainly used in Android and Google X projects. Wavii (acquired by Google on April 23, 2013) Wavii is a natural language processing technology company founded in March 2009 and is headquartered in Seattle. Wavii's main job is to scan the network, find news, then summarize it, and attach a full-text link to the source of the article. Wavii was acquired by Google and was mainly used in the Google Knowledge Graph. DNNresearch (acquired by Google on March 12, 2013) DNNresearch was founded by deep learning Geoffrey Hinton and his two graduate students Alex Krizhevsky and Ilya Sutskever. Since Google did not receive any actual products or services in this acquisition, the acquisition is actually a talent acquisition, and the main body of the acquisition is for the three-person team. Viewdle (acquired by Google on October 1, 2012) Viewdle is a Ukrainian company founded in 2006. Prior to its acquisition, Viewdle was augmented reality and facial recognition. Viewdle's previous applications include SocialCamera and Third Eye. Social Camera is the first app to be launched. Users only need to teach your camera to recognize friends through Faceprint. Then, as long as these friends appear in the photo, SocialCamera can automatically tag them. . Viewdle was mainly used in Android after it was acquired by Google. Clever Sense (acquired by Google on December 13, 2011) Clever Sense is the developer of the locally recommended app Alfred. What makes Alfred unique is its combination of artificial intelligence and machine algorithms to provide users with personalized recommendations for places, including nearby restaurants, cafes, bars and nightclubs. Clever Sense was mainly used in Android after it was acquired by Google. PittPatt (acquired by Google on July 23, 2011) PittPatt, a company focused on face recognition and pattern recognition, incubated by Carnegie Mellon University, has developed a range of face detection techniques by developing a technology that identifies faces in photos, videos and other media. Tracking and identifying algorithms. PittPatt's Face Detection and Tracking Software Development Kit (SDK) identifies the location of a face in a photo and tracks the movement of the face in the video. PittPatt was mainly used in Android after it was acquired by Google. SayNow (acquired by Google on January 25, 2011) SayNow is a voice recognition company founded in 2005 and is headquartered in Palo Alto, California. SayNow's platform integrates voice communications, one-on-one calls and group calls into social networking sites such as Facebook and Twitter, as well as Android and iPhone apps. SayNow was mainly used in Google Voice after it was acquired by Google. PhoneTIc Arts (acquired by Google on December 3, 2010) PhoneTIc Arts is a UK-based provider of speech synthesis technology. Before the acquisition by Google, PhoneTIc Arts' voice synthesis technology was mainly used in games, but Google hopes to use the technology for its computer sound automatic output system, so that the machine's synthesized human voice is more human voice and more fluent. PhoneTIc Arts was acquired by Google and is mainly used in Google Voice and Google Translate. Metaweb (acquired by Google on July 16, 2010) Metaweb is a venture company engaged in the development of Semantic Search technology with the goal of developing the infrastructure for semantic data storage for the Web. Metaweb was mainly used in Google Search after it was acquired by Google. Neven Vision (acquired by Google on August 15, 2006) This can be said to be Google's earliest acquisition in the field of artificial intelligence, dating back to 2006. Neven Vision is an image recognition technology company that automatically extracts information from images and identifies the content of the images. It was mainly used in mobile phones and in the metrology applications of the US government and law enforcement agencies before the acquisition. Neven Vision was acquired by Google and is mainly used in Picasa and Google Goggles. summary: From 2006 to 2016, Google’s acquisition of artificial intelligence has not been broken. In the past ten years, we have witnessed AlphaGo's breakthrough in artificial intelligence technology, and witnessed the technology of face recognition, language recognition, and deep learning from the laboratory into our daily life. What will happen in the future? Let us look at it. Enershare's commitment to future-ready energy solutions for smart home innovations, Enershare's Energy Storage Systems create a flexible energy maintenance system for homeowners who want to take more control of their home energy use, it is intended to be used for home battery energy storage and stores electricity for solar self-consumption, load shifting, backup power, and off-the-grid use. you can use it anytime you want-at night or during an outage. 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