Application scenarios of intelligent computing power
Publish: 2021-04-18 11:04:53
1.
In recent years, artificial intelligence is a breakthrough technology. We've started to learn how to communicate with devices. We have successfully guided machines to use their intelligence to perform certain tasks. Recently, compared with the natural intelligence shown by humans and other animals, machines are using cognitive intelligence to perform many more intelligent activities AI is used in autopilot, chatting robot, robotics and image processing. Artificial intelligence is making a big impact. In the future, AI implementation in various fields will become a part of our life
Ecation: ecation, regardless of age, is the most important and most extensive field that affects everyone's life AI based solutions have been helping students and teachers at all levels. Artificial intelligence or machine learning makes our ecation system more intelligent, and artificial intelligence and collaborative virtual network are used to provide ideal learning environment for students and teachers. Artificial intelligence and emerging technologies have been creating the right mix of learning ecosystems. Classrooms in the 21st century are equipped with new technology solutions, which can provide the best learning environment for students
healthcare: artificial intelligence or machine learning will undoubtedly provide more services for the healthcare instry it will help mitigate all challenges. AI based applications are useful for understanding medical data and drawing the right conclusions without human intervention. These applications are used in diagnostic processes, treatment development, drug development, personalized drugs, and patient monitoring and care
2. Practical applications... Machine vision: fingerprint recognition, face recognition, retinal recognition, iris recognition, palmprint recognition, expert system, intelligent search, theorem proving, game, automatic programming, aerospace applications, etc
3. 1. Support mechanical, simple and repetitive work
in some mechanical, simple, repetitive and non creative labor scenarios, artificial intelligence technology can provide support. In modern chemical plants, the combination of instrial robot and manipulator has higher "intelligence level" of artificial intelligence algorithm, which can bring higher proction efficiency and quality for enterprises
2. To create new species in the era of digital economy
from the perspective of current technology and technology ethics, "brain like intelligence" is still too early, but artificial intelligence combined with cloud computing, Internet of things, VR / AR and other technologies can indeed liberate and reconstruct proction factors, and give birth to the ability of various commercial societies to create "new species" (in terms of procts, services or enterprise types). Behind the birth of translation machine is the great improvement of machine translation
3. Breaking through the limit of human ability
with the popularity of computers, computing, storage and algorithms are graally surpassing the limit of human ability in global cognition, high concurrency, deep logic and complex and accurate memory, providing new proctivity. In addition, in some highly dangerous and complex proction environment, artificial intelligence can also shoulder the responsibility of breaking through the limit of human ability. For example, the application of artificial intelligence in the translation of satellite remote sensing images can rece the number of months required by traditional solutions to a few hours
4. Activate data, innovate business and business processes
in the past 20 years, Chinese enterprises have generally experienced informatization and electronization, and precipitated a large amount of high-value data, which can be "activated" by artificial intelligence to find new business value points, business processes or customer needs, Help enterprises to make better business services and business processes than the current manual. For example, robot process automation (RPA) tools can help enterprises rece the operating costs of shared services by 30% - 50%
5. Break through the thinking pattern and discover the potential logic and connection
the powerful mathematical ability and sufficient computing speed of artificial intelligence have far exceeded the computing capacity of human beings, and can handle millions of situations at the same time. This ability can break through the traditional thinking pattern of "old experts" and make the hidden and fragmented problems explicit, And new knowledge is generated. Therefore, artificial intelligence can help enterprises accurately match user needs or business needs, and find the potential logic and internal relations that could not be found e to human, human brain and other factors
6. Provide a new mode of human-computer or service interaction
at present, artificial intelligence has a very strong ability in the fields of machine vision (image and video recognition), natural language understanding and speech recognition, which means that machines can have the ability of "vision, hearing and language / semantic understanding" similar to human beings. New, huge and profitable human-computer interaction adjacent market is opening up, especially in the automotive and medical fields, with new growth and expansion opportunities, artificial intelligence will be a new starting point for innovation of human-computer interaction
7. Assist human intelligent decision making
artificial intelligence can provide enterprises with more valuable intelligent decision-making different from traditional decision support system, knowledge-based decision support system or expert system, help enterprises build decision support systems (DSS), which is an important research field of artificial intelligence, and provide decision-makers with the ability to analyze problems, establish models, and implement decision-making Simulate the environment of decision-making process and scheme, call various information resources and analysis tools to help decision-makers improve the level and quality of decision-making.
in some mechanical, simple, repetitive and non creative labor scenarios, artificial intelligence technology can provide support. In modern chemical plants, the combination of instrial robot and manipulator has higher "intelligence level" of artificial intelligence algorithm, which can bring higher proction efficiency and quality for enterprises
2. To create new species in the era of digital economy
from the perspective of current technology and technology ethics, "brain like intelligence" is still too early, but artificial intelligence combined with cloud computing, Internet of things, VR / AR and other technologies can indeed liberate and reconstruct proction factors, and give birth to the ability of various commercial societies to create "new species" (in terms of procts, services or enterprise types). Behind the birth of translation machine is the great improvement of machine translation
3. Breaking through the limit of human ability
with the popularity of computers, computing, storage and algorithms are graally surpassing the limit of human ability in global cognition, high concurrency, deep logic and complex and accurate memory, providing new proctivity. In addition, in some highly dangerous and complex proction environment, artificial intelligence can also shoulder the responsibility of breaking through the limit of human ability. For example, the application of artificial intelligence in the translation of satellite remote sensing images can rece the number of months required by traditional solutions to a few hours
4. Activate data, innovate business and business processes
in the past 20 years, Chinese enterprises have generally experienced informatization and electronization, and precipitated a large amount of high-value data, which can be "activated" by artificial intelligence to find new business value points, business processes or customer needs, Help enterprises to make better business services and business processes than the current manual. For example, robot process automation (RPA) tools can help enterprises rece the operating costs of shared services by 30% - 50%
5. Break through the thinking pattern and discover the potential logic and connection
the powerful mathematical ability and sufficient computing speed of artificial intelligence have far exceeded the computing capacity of human beings, and can handle millions of situations at the same time. This ability can break through the traditional thinking pattern of "old experts" and make the hidden and fragmented problems explicit, And new knowledge is generated. Therefore, artificial intelligence can help enterprises accurately match user needs or business needs, and find the potential logic and internal relations that could not be found e to human, human brain and other factors
6. Provide a new mode of human-computer or service interaction
at present, artificial intelligence has a very strong ability in the fields of machine vision (image and video recognition), natural language understanding and speech recognition, which means that machines can have the ability of "vision, hearing and language / semantic understanding" similar to human beings. New, huge and profitable human-computer interaction adjacent market is opening up, especially in the automotive and medical fields, with new growth and expansion opportunities, artificial intelligence will be a new starting point for innovation of human-computer interaction
7. Assist human intelligent decision making
artificial intelligence can provide enterprises with more valuable intelligent decision-making different from traditional decision support system, knowledge-based decision support system or expert system, help enterprises build decision support systems (DSS), which is an important research field of artificial intelligence, and provide decision-makers with the ability to analyze problems, establish models, and implement decision-making Simulate the environment of decision-making process and scheme, call various information resources and analysis tools to help decision-makers improve the level and quality of decision-making.
4. The application scenarios of artificial intelligence (mind map) include the application fields in the future. From the steam engine era to the electronic information era, every technological change has brought great impact on our human society. In this article, we will understand the coming era of artificial intelligence through mind mapping< As early as the beginning of this century, Kevin Kelly, the author of the best-selling book out of control, predicted that artificial intelligence is the technology to subvert human society in the next 20 years, and its power is comparable to electricity and the Internet. Now, a variety of AI technologies have penetrated into our lives. For example, AI smart phones, AI smart speakers, AI smart voice systems and so on. Through the mind map below, you can understand the specific application of artificial intelligence in our real society
obviously, the future of AI will be full of opportunities and challenges, just like the development process of the past 70 years.
obviously, the future of AI will be full of opportunities and challenges, just like the development process of the past 70 years.
5. Machine vision, fingerprint recognition, face recognition, retina recognition, iris recognition, palmprint recognition, expert system, automatic planning, intelligent search, theorem proving, game theory, automatic programming, intelligent control, robotics, language and image understanding, genetic programming, etc< In essence, artificial intelligence is the simulation of human thinking and information process. There are two ways to simulate human thinking. One is structural simulation, which imitates the structural mechanism of human brain and creates a "brain like" machine; The second is functional simulation, which temporarily puts aside the internal structure of human brain and simulates its functional process. The emergence of modern electronic computer is the simulation of human brain's thinking function and the information process of human brain's thinking< Br > < br > tuyi has professional network technology related technology. At present, the company has a software R & D team of nearly 100 people. Following the instry technology, management and security standards, the team is fully staffed. The company's R & D direction includes traditional Internet, mobile Internet, Internet of things, spatial geographic information, audio and video processing, big data analysis and application services, distributed computing, distributed storage, automatic release, automatic deployment, and so on In terms of automatic testing, continuous integration, intelligent operation and maintenance, intelligent customer service, intelligent recommendation, etc., the company has long been taking scientific and technological innovation as the core driving force, forming a strategic cooperative relationship with many domestic well-known software enterprises, and its software proct R & D capability has become the forefront of software enterprises in the province< br>
6. From store to supply chain, it includes five scenarios: smart store, smart buyer, smart warehousing and logistics, smart marketing and experience, and smart customer service
among them, smart stores are the key areas of the instry. It can be seen that convenience stores are at the peak of growth this year, while unattended convenience stores can enter the market through differentiation to form competition. Unattended convenience store is not a new concept. Last year, Amazon go appeared. Although it encountered technical problems, it also realized its landing in the market first
consumers can enter and log in their ID by scanning the code on their mobile phones, and choose to buy offline procts and pay online. This is a very efficient store management mode and an ideal state of smart retail store management. At present, the actual landing store of artificial intelligence is mainly managed through image recognition and face recognition of cameras. In the future, smart stores can realize remote store management by combining image recognition and emotion recognition of cameras, and cooperating with app
in addition to intelligent stores, artificial intelligence also plays an important role in the supply chain. In the past, purchasing personnel were required to investigate the field and understand the output. Using artificial intelligence technology, the sales data, weather data, planting data and other information of stores could be connected to realize the combination optimization of procts and achieve the purpose of automatic purchasing
in terms of intelligent storage, at present, Amazon and Jingdong have realized the unmanned sorting system, that is, the goods are sorted by machines and then packed and delivered on the conveyor belt. The principle of this is RFID, which is the physical carrier of the electronic code of the proct. It is attached to the traceable items and can circulate around the world and be identified and read and written, so as to realize the intelligent inventory of goods
in the field of e-commerce, intelligent customer service plays a very important role. It can help manual customer service improve the efficiency of problem-solving, and "one to one thousand". In the past, the role of intelligent customer service was very single, only supporting text reply, but today's intelligent customer service has natural language processing ability and deep learning technology. It can recommend customized procts according to customer information, and provide order modification, return, refund and other services
personalized and customized recommendation can improve customer experience in retail instry. It is an important means of online precision marketing that machines recommend related procts to customers through their browsing tracks and purchase records. With the maturity of technology, the terminal began to test the water marketing experience, such as virtual fitting room
of course, many artificial intelligence application technologies are still in the process of trial, such as unattended convenience stores. Due to some technical deficiencies, they can not be widely implemented. It is reported that a "Bingguo box" convenience store has been implemented in Shanghai for the first time, and its subsequent development remains to be seen
generally speaking, artificial intelligence is worth looking forward to. In the next few years or even decades, it will definitely bring earth shaking changes to the world. At present, artificial intelligence is still in its infancy e to the immaturity of various technologies, the diversity of data, the difficulty of connection, low profits, many categories and uneven effects, But I believe that with the passage of time, it will be sooner or later for each scene to fall into the ground.
among them, smart stores are the key areas of the instry. It can be seen that convenience stores are at the peak of growth this year, while unattended convenience stores can enter the market through differentiation to form competition. Unattended convenience store is not a new concept. Last year, Amazon go appeared. Although it encountered technical problems, it also realized its landing in the market first
consumers can enter and log in their ID by scanning the code on their mobile phones, and choose to buy offline procts and pay online. This is a very efficient store management mode and an ideal state of smart retail store management. At present, the actual landing store of artificial intelligence is mainly managed through image recognition and face recognition of cameras. In the future, smart stores can realize remote store management by combining image recognition and emotion recognition of cameras, and cooperating with app
in addition to intelligent stores, artificial intelligence also plays an important role in the supply chain. In the past, purchasing personnel were required to investigate the field and understand the output. Using artificial intelligence technology, the sales data, weather data, planting data and other information of stores could be connected to realize the combination optimization of procts and achieve the purpose of automatic purchasing
in terms of intelligent storage, at present, Amazon and Jingdong have realized the unmanned sorting system, that is, the goods are sorted by machines and then packed and delivered on the conveyor belt. The principle of this is RFID, which is the physical carrier of the electronic code of the proct. It is attached to the traceable items and can circulate around the world and be identified and read and written, so as to realize the intelligent inventory of goods
in the field of e-commerce, intelligent customer service plays a very important role. It can help manual customer service improve the efficiency of problem-solving, and "one to one thousand". In the past, the role of intelligent customer service was very single, only supporting text reply, but today's intelligent customer service has natural language processing ability and deep learning technology. It can recommend customized procts according to customer information, and provide order modification, return, refund and other services
personalized and customized recommendation can improve customer experience in retail instry. It is an important means of online precision marketing that machines recommend related procts to customers through their browsing tracks and purchase records. With the maturity of technology, the terminal began to test the water marketing experience, such as virtual fitting room
of course, many artificial intelligence application technologies are still in the process of trial, such as unattended convenience stores. Due to some technical deficiencies, they can not be widely implemented. It is reported that a "Bingguo box" convenience store has been implemented in Shanghai for the first time, and its subsequent development remains to be seen
generally speaking, artificial intelligence is worth looking forward to. In the next few years or even decades, it will definitely bring earth shaking changes to the world. At present, artificial intelligence is still in its infancy e to the immaturity of various technologies, the diversity of data, the difficulty of connection, low profits, many categories and uneven effects, But I believe that with the passage of time, it will be sooner or later for each scene to fall into the ground.
7. Although we can't exaggerate AI too much, the application of this technology seems to be unstoppable
Ma Huateng believes that the first step in the evolution of artificial intelligence will definitely become a helper for human beings and an important assistant for human beings to study and solve the next generation of technology. But how AI develops is tactical, a kind of support and help. The judgment of human brain is indispensable to the more complex strategies and the fields without repeated rules. In the future, computer and information science will play an important role in biological science and all aspects of people's life. In terms of Tencent, AI is one of the development directions. He believes that there are still opportunities in sufficiently vertical segments. It is possible to replace people in these aspects and do better than people. So the company is now looking for business opportunities that can be applied to AI and information technology. No matter how much hype a variety of research, it will ultimately depend on whether it can improve efficiency and user experience
according to Tang Xiaoou, there are more applications of artificial intelligence in three aspects: one is speech recognition. This is relatively mature and the first breakthrough. Second, vision. Now the main battlefield is in the field of vision, and the ability to see the scene is very much. Third, the understanding of natural language is to solve problems like the brain, which has not been solved at present. Now it's very hot. Many companies at home and abroad make dialogue robots, but this is actually a very difficult thing, because it requires a lot of background knowledge and conditions
how difficult is the application of natural speech technology? For this reason, he also gave several examples, such as "you did the thing I gave you last time". The voice robot can't judge the specific time and thing. This requires a lot of background, but it has not been solved. At present, the application on the market is relatively simple, mainly asking about the fixed scenes such as restaurants and cinemas. Another problem is that many intelligent robots are completely controlled by people. For example, he joked that some robots leave work at 5 o'clock, because the people operating them in the background leave work at 5 o'clock. In addition, Siri team will collect some difficult questions and answer them by ourselves. When we ask relevant questions, we will get the same answer
although both Ma Huateng and Tang Xiaoou are optimistic about the development of artificial intelligence, because of the different development stages of the two companies, they do things differently
Ma Huateng believes that it is difficult to combine AI with medical care and ecation. Tencent has invested in a large number of companies related to health care and ecation, but it only knows the skin. Because the instrial chain is too long, only a small part has been done from all angles. Although there is still a long way to go, there are some signs that can be combined with health care and ecation. For example, AI is used to improve the personalized system of ecation. Because today's ecation can use information technology to determine the next ecation content based on the feedback of different ecation content for each person. The use of information technology remote, video broadband, as well as pairing and matching these technical means and procts can better adapt students and teachers, provide more flexible ways and better experience
for the start-up company Shangtang technology, in the short term, the first thing is to survive, so you can't pick something big to do. Tang Xiaoou said that the company's first step is security, because security is everywhere, with millions of cameras each. Then there are mobile phones. Mobile phones have many needs such as vision and image. At present, Shangtang is cooperating with many mobile phone manufacturers. The third is live broadcasting, which requires a lot of visual requirements for advertising placement and special effects. For example, faceu and live broadcasting are the core technologies provided by Shangtang
in the medium and long term, the company will lay out its financial field, and artificial intelligence will be used in account opening, internal big data computing, intelligent investment consulting, etc. Although it may not be so easy for the company to push forward the business after the popularization of these technologies. But artificial intelligence has many uses, such as personalized insurance services. Autonomous driving, medical treatment and chip will be widely used in the next 5-10 years. At present, the financing of these three instries is the most, but we need to do more original technology, and we need to cooperate with big manufacturers to make greater progress.
Ma Huateng believes that the first step in the evolution of artificial intelligence will definitely become a helper for human beings and an important assistant for human beings to study and solve the next generation of technology. But how AI develops is tactical, a kind of support and help. The judgment of human brain is indispensable to the more complex strategies and the fields without repeated rules. In the future, computer and information science will play an important role in biological science and all aspects of people's life. In terms of Tencent, AI is one of the development directions. He believes that there are still opportunities in sufficiently vertical segments. It is possible to replace people in these aspects and do better than people. So the company is now looking for business opportunities that can be applied to AI and information technology. No matter how much hype a variety of research, it will ultimately depend on whether it can improve efficiency and user experience
according to Tang Xiaoou, there are more applications of artificial intelligence in three aspects: one is speech recognition. This is relatively mature and the first breakthrough. Second, vision. Now the main battlefield is in the field of vision, and the ability to see the scene is very much. Third, the understanding of natural language is to solve problems like the brain, which has not been solved at present. Now it's very hot. Many companies at home and abroad make dialogue robots, but this is actually a very difficult thing, because it requires a lot of background knowledge and conditions
how difficult is the application of natural speech technology? For this reason, he also gave several examples, such as "you did the thing I gave you last time". The voice robot can't judge the specific time and thing. This requires a lot of background, but it has not been solved. At present, the application on the market is relatively simple, mainly asking about the fixed scenes such as restaurants and cinemas. Another problem is that many intelligent robots are completely controlled by people. For example, he joked that some robots leave work at 5 o'clock, because the people operating them in the background leave work at 5 o'clock. In addition, Siri team will collect some difficult questions and answer them by ourselves. When we ask relevant questions, we will get the same answer
although both Ma Huateng and Tang Xiaoou are optimistic about the development of artificial intelligence, because of the different development stages of the two companies, they do things differently
Ma Huateng believes that it is difficult to combine AI with medical care and ecation. Tencent has invested in a large number of companies related to health care and ecation, but it only knows the skin. Because the instrial chain is too long, only a small part has been done from all angles. Although there is still a long way to go, there are some signs that can be combined with health care and ecation. For example, AI is used to improve the personalized system of ecation. Because today's ecation can use information technology to determine the next ecation content based on the feedback of different ecation content for each person. The use of information technology remote, video broadband, as well as pairing and matching these technical means and procts can better adapt students and teachers, provide more flexible ways and better experience
for the start-up company Shangtang technology, in the short term, the first thing is to survive, so you can't pick something big to do. Tang Xiaoou said that the company's first step is security, because security is everywhere, with millions of cameras each. Then there are mobile phones. Mobile phones have many needs such as vision and image. At present, Shangtang is cooperating with many mobile phone manufacturers. The third is live broadcasting, which requires a lot of visual requirements for advertising placement and special effects. For example, faceu and live broadcasting are the core technologies provided by Shangtang
in the medium and long term, the company will lay out its financial field, and artificial intelligence will be used in account opening, internal big data computing, intelligent investment consulting, etc. Although it may not be so easy for the company to push forward the business after the popularization of these technologies. But artificial intelligence has many uses, such as personalized insurance services. Autonomous driving, medical treatment and chip will be widely used in the next 5-10 years. At present, the financing of these three instries is the most, but we need to do more original technology, and we need to cooperate with big manufacturers to make greater progress.
8. What we did last year has a great influence, and this year's play is more distinctive. To realize the organic integration of competition promotion and proct sales, select excellent procts, recommend and link to consumer terminals by means of quality grading and video live broadcasting, and promote the release of market consumption potential for intelligent health electrical appliances. Thank you for taking my answer as always
9. The field of artificial intelligence application is very wide, with the continuous development of artificial intelligence, these will be realized one by one
1. Intelligent manufacturing. The technical requirements of information perception, autonomous control, system coordination, personalized customization, inspection and maintenance, and process optimization in standardized instrial manufacturing
2. Intelligent agriculture. In the agricultural environment with complex application environment and diverse application scenarios, standardized technical requirements, such as special sensors, networks and predictive data models, are needed to assist in the proction and processing of agricultural procts and improve the yield of crops. 3. Intelligent transportation. Standardized traffic information data platform and integrated management system can intelligently process dynamic and complex information such as pedestrian, vehicle and road conditions, thus promoting the promotion of intelligent signal technology
4. Intelligent medical field. absorbed. Medical data, medical diagnosis, medical service, medical supervision and other aspects, focusing on the application of artificial intelligence medical in data collection, data stealth management and other aspects, including medical data feature representation, human expression ability, medical quality evaluation and other standards
5. Intelligent ecation. To standardize the application of artificial intelligence related to the whole process of teaching management in the new teaching system, establish learner centered teaching service, and realize the indivialization of daily ecation and lifelong ecation
6. Intelligent business field. It mainly standardizes the business intelligence field through complex application scenarios, including the classification and management of service model, intelligent analysis of business data and design requirements of corresponding recommendation engine system architecture
7. Intelligent energy field. In the whole process of energy development and utilization, proction and consumption, the integrated intelligent application is standardized, including self-organization, self-test, self balance and self optimization of energy system
8. Intelligent logistics. Standardize the technical and management requirements of the whole process from planning, purchasing, processing, warehousing and transportation to logistics, introce intelligent identification, warehousing, scheling, tracking, configuration and other ways to improve logistics efficiency, enhance the visibility of logistics information, and optimize logistics configuration
9. Intelligent finance. Standardize online payment, financing, credit, investment consulting, risk management, big data analysis and forecasting, data security and other application technologies to help improve credit survey, proct pricing, financial asset investment research, customer payment methods, investment consulting, customer service and other service capabilities
10. Smart home. Standardized procts, services and applications, such as smart home hardware, smart network, service platform, smart software, promote the interconnection of smart home procts, and effectively improve the smart home in lighting, monitoring, entertainment, health, ecation, information, security, etc. User experience.
1. Intelligent manufacturing. The technical requirements of information perception, autonomous control, system coordination, personalized customization, inspection and maintenance, and process optimization in standardized instrial manufacturing
2. Intelligent agriculture. In the agricultural environment with complex application environment and diverse application scenarios, standardized technical requirements, such as special sensors, networks and predictive data models, are needed to assist in the proction and processing of agricultural procts and improve the yield of crops. 3. Intelligent transportation. Standardized traffic information data platform and integrated management system can intelligently process dynamic and complex information such as pedestrian, vehicle and road conditions, thus promoting the promotion of intelligent signal technology
4. Intelligent medical field. absorbed. Medical data, medical diagnosis, medical service, medical supervision and other aspects, focusing on the application of artificial intelligence medical in data collection, data stealth management and other aspects, including medical data feature representation, human expression ability, medical quality evaluation and other standards
5. Intelligent ecation. To standardize the application of artificial intelligence related to the whole process of teaching management in the new teaching system, establish learner centered teaching service, and realize the indivialization of daily ecation and lifelong ecation
6. Intelligent business field. It mainly standardizes the business intelligence field through complex application scenarios, including the classification and management of service model, intelligent analysis of business data and design requirements of corresponding recommendation engine system architecture
7. Intelligent energy field. In the whole process of energy development and utilization, proction and consumption, the integrated intelligent application is standardized, including self-organization, self-test, self balance and self optimization of energy system
8. Intelligent logistics. Standardize the technical and management requirements of the whole process from planning, purchasing, processing, warehousing and transportation to logistics, introce intelligent identification, warehousing, scheling, tracking, configuration and other ways to improve logistics efficiency, enhance the visibility of logistics information, and optimize logistics configuration
9. Intelligent finance. Standardize online payment, financing, credit, investment consulting, risk management, big data analysis and forecasting, data security and other application technologies to help improve credit survey, proct pricing, financial asset investment research, customer payment methods, investment consulting, customer service and other service capabilities
10. Smart home. Standardized procts, services and applications, such as smart home hardware, smart network, service platform, smart software, promote the interconnection of smart home procts, and effectively improve the smart home in lighting, monitoring, entertainment, health, ecation, information, security, etc. User experience.
10.
Since the concept of artificial intelligence was first proposed at Dartmouth conference in 1956, artificial intelligence technology and application have developed for more than 60 years. In the development process of more than half a century, e to the influence of algorithm, computing power, storage level and other factors, the development of artificial intelligence technology and application has experienced many ups and downs. Since 2006, machine learning algorithms represented by deep learning have made great breakthroughs in computer vision, speech recognition, natural language understanding and other fields, and artificial intelligence instry has entered the third wave of development
thanks to the strong support of national policies, the emergence of artificial intelligence enterprises and broad application scenarios, the development of China's artificial intelligence instry is at the forefront of the world
according to Frost & amp; According to Sullivan's statistics, the market size of China's AI instry in 2019 will be about 137.24 billion yuan. In 2020, China's AI market will maintain a stable development, and the overall market scale is expected to reach 185.8 billion yuan
- the above data comes from the analysis report on market prospect and investment planning of China computer vision instry issued by the Research Institute of prospective instry
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