In the past two days, artificial intelligence has made great news. First, an upgraded version of AlphaGo debuted as a mysterious master, swept the international Go master, won 60 straight games, and then Baidu Brain took the human brain elite in the “Most Powerful Brain†program. At one time no one even dared to fight. Artificial intelligence overcomes humanity in the logic of chess. It is unexpected that artificial intelligence can overcome human beings in terms of human visual perception and recognition. The scene of science fiction now seems to be close at hand, then Baidu and Google artificial intelligence technology who is more powerful? What does Baidu and Google's double killer herald? Baidu Google double kill super artificial intelligence reveals clues A, AlphaGo overcomes logical thinking AlphaGO plays the board game, the computer also transcend humanity very early. The principle of the computer playing chess is the Monte Carlo search. Each step is calculated. The result is calculated and the optimal solution is selected. Go is the last bastion of mankind. It is because the chess board of Go is too big and changes may be too much. It is not yet possible to make every change in the game. AlphaGO is essentially the technology of 10 years or even 20 years ago, Monte Carlo search, but AlphaGO uses the latest artificial intelligence technology in its judgment. It learns human judgments through the tens The points are optimized, so that each point does not need to be calculated, as long as the preferred points are understood. In addition, AlphaGO can also play its own game, constantly optimize its own optimization points from the actual game, and can also block the board to fully understand the part. After continuous evolution, from amateur to professional in just over a year, to victory over Ke Jie. 
Because the computer counts a lot of possibilities, it can be a point where humans will not go down. Human beings are unfamiliar with chess, and computers have long been cleared. Lin Yuanqing, director of the Baidu Deep Learning Lab, commented: “For example, if you have a group of mountains, there are valleys, and there are many valleys on the other side. Our approach is to find the lowest valley. AlphaGo can be different. In terms of places to look for, humans are looking from several areas, and when AlphaGo finds them elsewhere, they see completely different landscapes. Therefore, it is possible to lose space and produce some very unconventional contents. It's normal to say that it's not a normal method.†So, AlphaGo's core technology is still 10 years and 20 years ago. The latest neural network and deep learning results are only used to reduce the amount of calculations, doing optimization and value judgement. AlphaGo's success has overcome human logic thinking, but the level is not high, both China and Japan have made similar high-level Go artificial intelligence in a short period of time. AlphaGo's propaganda significance is greater than the technical value, and its greater significance is to use Go to make an artificial intelligence enlightenment for the whole society, it makes everyone start to pay attention to artificial intelligence. Second, Baidu's brain exceeds human perception Baidu's "Most Powerful Brain" shows human face recognition technology that surpasses humans and is far more complex than AlphaGo in terms of artificial intelligence. Traditional face recognition technology simply recognizes the face contour, finds several feature points, and then recognizes it. If the face is distorted in motion, or if the light is weak, the features are unclear, or there is blockage, or if there is some blur, the machine cannot recognize it. Therefore, the value of traditional face recognition is very low and cannot be used as a substitute for human identification. The face recognition of Baidu's brain is based on a layered neural network. Artificial intelligence is applied to face recognition as a layer-by-layer neural network. Baidu's face recognition first locates the key points of a person's face, and determines which face or image contains the person's face. Then coarse positioning, correcting the face, and then fine positioning of the five features, but also tracking the positioning of the feature points, and this step requires a lot of deep learning to be accurate. Then Baidu will split the face, and the captured image will come from the face of the human organ. It will make the outline of the face clear and distinguish it from the decoration of the clothes. This step is considered to be the best, and it also requires deep learning to solve it. The third step is to determine some basic attributes of the captured face. Are you an Asian yellow or African black man, male or female, wearing no glasses? There is already a certain amount of logical judgment here, and accurate classification can correctly identify it. The fourth step is to detect the change of the facial feature point caused by the expression's dynamics, so that the machine can identify the smiling person and you are the same person who cries. There are also the fifth and sixth steps...
This is done one by one, and deep learning techniques are used for each step. The training is performed through 100 million parameters, 100 billion samples, and 100 million features. Ultimately it is beyond humanity. Prior to "Most Powerful Brain," Baidu has achieved the highest number of dual-premium in the world's two most authoritative international evaluations of face recognition technology - FDDB and LFW, and it has achieved unprecedented 99.77% accuracy in LFW. Rate Baidu face recognition can not only identify occlusion, dark light, with expression, fuzzy images. Through the size of the feature differences, Baidu's brain can also do cross-age face recognition and can infer your middle-aged photos from your young photos. In Lin Yuanqing's words, "The image recognition artificial intelligence has reached a level of reasonability." Google's AlphaGO is the old algorithm-based, artificial intelligence technology to optimize the old algorithm. And Baidu's face recognition is only a basis for the old technology. The entire neural network and deep learning are all new technological developments. Baidu's level is undoubtedly higher. The face of Baidu brain face recognition is actually machine vision, face recognition exceeds humans, similar algorithms can also allow objects to identify more than humans, such as unmanned vehicles to identify traffic signs, drones to identify ground targets, Baidu's machine vision All can be applied. The brain of Baidu is not only the machine vision, but also the R&D course of machine vision can also solve the speech recognition. Therefore, Baidu's speech recognition technology can be listed by MIT as the top ten breakthrough technologies for human beings in 2016. To expand, the application of Baidu's brain is almost limitless. Baidu's artificial intelligence technology can also be used to surpass humans' perception skills. This is much harder than AlphaGo. Therefore, the artificial intelligence of Baidu’s brain is even better. Baidu Google double kill super artificial intelligence reveals clues Third, the fusion of logic and perception of super artificial intelligence AlphaGo is represented by the established rules, clear information under the computer's logical judgment ability. Although this technology is not very high level (many manufacturers are willing to invest resources to do), but the use is still very wide. The doctor gives the patient a treatment plan based on the symptoms and test results. The lawyer consults the client based on real evidence and laws. This is logic. Logically, it is not difficult for a computer to surpass humans. In addition to the special game of Go, the machine surpasses humanity in its simple logical judgment of 20 years or even 30 years ago. The difficulty of replacing a machine with a machine is how does the machine see it? How can I hear it? How do you perceive it? The Baidu brain solves this difficult problem. The face recognition of Baidu's brain can “see†people and determine who is “lookingâ€. Baidu's brain still understands what this person is saying and what his intention is to express. Baidu's brain perception combined with simple logic can bring immense changes to my life. Face recognition and image recognition technologies are used in the financial industry to achieve simple face authentication for “face watchingâ€. Face payments can be paid for in consumer payments to increase convenience. The face recognition of Baidu's brain uses the public security field to assist criminal investigation and anti-crime, and to increase the efficiency of public security. In fact, at last year's Baidu conference and this year's Wuzhen conference, Baidu's face-guarding has been impressive. If Baidu's artificial intelligence technology continues to develop, the 99.77% ultra-high accuracy rate of face recognition will become 99.77% accurate for specific object recognition, and then it will gather logical judgments and responses from computers. Human labor is a lot of hard work and mechanical labor can be replaced. Driverless driving is just a piece of cake; factory workers need not do specific tasks, computer perception, processing, and workers can supervise breakdowns; farmers do not need to plant land, and machines complete the process from seeding to management to harvesting and warehousing. As long as the peasants supervise the agricultural machinery work of artificial intelligence, it will be sufficient. Fusion and logic and perception of super artificial intelligence will be omnipotent, human work efficiency will be greatly enhanced, a large number of labor can be put into creative labor, and an artificial intelligence era for the benefit of mankind will come.
Because the computer counts a lot of possibilities, it can be a point where humans will not go down. Human beings are unfamiliar with chess, and computers have long been cleared. Lin Yuanqing, director of the Baidu Deep Learning Lab, commented: “For example, if you have a group of mountains, there are valleys, and there are many valleys on the other side. Our approach is to find the lowest valley. AlphaGo can be different. In terms of places to look for, humans are looking from several areas, and when AlphaGo finds them elsewhere, they see completely different landscapes. Therefore, it is possible to lose space and produce some very unconventional contents. It's normal to say that it's not a normal method.†So, AlphaGo's core technology is still 10 years and 20 years ago. The latest neural network and deep learning results are only used to reduce the amount of calculations, doing optimization and value judgement. AlphaGo's success has overcome human logic thinking, but the level is not high, both China and Japan have made similar high-level Go artificial intelligence in a short period of time. AlphaGo's propaganda significance is greater than the technical value, and its greater significance is to use Go to make an artificial intelligence enlightenment for the whole society, it makes everyone start to pay attention to artificial intelligence. Second, Baidu's brain exceeds human perception Baidu's "Most Powerful Brain" shows human face recognition technology that surpasses humans and is far more complex than AlphaGo in terms of artificial intelligence. Traditional face recognition technology simply recognizes the face contour, finds several feature points, and then recognizes it. If the face is distorted in motion, or if the light is weak, the features are unclear, or there is blockage, or if there is some blur, the machine cannot recognize it. Therefore, the value of traditional face recognition is very low and cannot be used as a substitute for human identification. The face recognition of Baidu's brain is based on a layered neural network. Artificial intelligence is applied to face recognition as a layer-by-layer neural network. Baidu's face recognition first locates the key points of a person's face, and determines which face or image contains the person's face. Then coarse positioning, correcting the face, and then fine positioning of the five features, but also tracking the positioning of the feature points, and this step requires a lot of deep learning to be accurate. Then Baidu will split the face, and the captured image will come from the face of the human organ. It will make the outline of the face clear and distinguish it from the decoration of the clothes. This step is considered to be the best, and it also requires deep learning to solve it. The third step is to determine some basic attributes of the captured face. Are you an Asian yellow or African black man, male or female, wearing no glasses? There is already a certain amount of logical judgment here, and accurate classification can correctly identify it. The fourth step is to detect the change of the facial feature point caused by the expression's dynamics, so that the machine can identify the smiling person and you are the same person who cries. There are also the fifth and sixth steps...
This is done one by one, and deep learning techniques are used for each step. The training is performed through 100 million parameters, 100 billion samples, and 100 million features. Ultimately it is beyond humanity. Prior to "Most Powerful Brain," Baidu has achieved the highest number of dual-premium in the world's two most authoritative international evaluations of face recognition technology - FDDB and LFW, and it has achieved unprecedented 99.77% accuracy in LFW. Rate Baidu face recognition can not only identify occlusion, dark light, with expression, fuzzy images. Through the size of the feature differences, Baidu's brain can also do cross-age face recognition and can infer your middle-aged photos from your young photos. In Lin Yuanqing's words, "The image recognition artificial intelligence has reached a level of reasonability." Google's AlphaGO is the old algorithm-based, artificial intelligence technology to optimize the old algorithm. And Baidu's face recognition is only a basis for the old technology. The entire neural network and deep learning are all new technological developments. Baidu's level is undoubtedly higher. The face of Baidu brain face recognition is actually machine vision, face recognition exceeds humans, similar algorithms can also allow objects to identify more than humans, such as unmanned vehicles to identify traffic signs, drones to identify ground targets, Baidu's machine vision All can be applied. The brain of Baidu is not only the machine vision, but also the R&D course of machine vision can also solve the speech recognition. Therefore, Baidu's speech recognition technology can be listed by MIT as the top ten breakthrough technologies for human beings in 2016. To expand, the application of Baidu's brain is almost limitless. Baidu's artificial intelligence technology can also be used to surpass humans' perception skills. This is much harder than AlphaGo. Therefore, the artificial intelligence of Baidu’s brain is even better. Baidu Google double kill super artificial intelligence reveals clues Third, the fusion of logic and perception of super artificial intelligence AlphaGo is represented by the established rules, clear information under the computer's logical judgment ability. Although this technology is not very high level (many manufacturers are willing to invest resources to do), but the use is still very wide. The doctor gives the patient a treatment plan based on the symptoms and test results. The lawyer consults the client based on real evidence and laws. This is logic. Logically, it is not difficult for a computer to surpass humans. In addition to the special game of Go, the machine surpasses humanity in its simple logical judgment of 20 years or even 30 years ago. The difficulty of replacing a machine with a machine is how does the machine see it? How can I hear it? How do you perceive it? The Baidu brain solves this difficult problem. The face recognition of Baidu's brain can “see†people and determine who is “lookingâ€. Baidu's brain still understands what this person is saying and what his intention is to express. Baidu's brain perception combined with simple logic can bring immense changes to my life. Face recognition and image recognition technologies are used in the financial industry to achieve simple face authentication for “face watchingâ€. Face payments can be paid for in consumer payments to increase convenience. The face recognition of Baidu's brain uses the public security field to assist criminal investigation and anti-crime, and to increase the efficiency of public security. In fact, at last year's Baidu conference and this year's Wuzhen conference, Baidu's face-guarding has been impressive. If Baidu's artificial intelligence technology continues to develop, the 99.77% ultra-high accuracy rate of face recognition will become 99.77% accurate for specific object recognition, and then it will gather logical judgments and responses from computers. Human labor is a lot of hard work and mechanical labor can be replaced. Driverless driving is just a piece of cake; factory workers need not do specific tasks, computer perception, processing, and workers can supervise breakdowns; farmers do not need to plant land, and machines complete the process from seeding to management to harvesting and warehousing. As long as the peasants supervise the agricultural machinery work of artificial intelligence, it will be sufficient. Fusion and logic and perception of super artificial intelligence will be omnipotent, human work efficiency will be greatly enhanced, a large number of labor can be put into creative labor, and an artificial intelligence era for the benefit of mankind will come.
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