Artificial intelligence is a strategic technology that leads a new round of scientific and technological revolution and industrial transformation, with a strong spillover driving "head goose" effect. With the continuous development and iteration of new theories and technologies such as the new generation of mobile internet, big data, and supercomputing, the new generation of artificial intelligence is accelerating its development and increasingly presenting new features such as deep learning, cross-border integration, human-computer collaboration, open group intelligence, and autonomous operation, which is having a significant impact on the economic and social development model and the international political and economic landscape. In order to thoroughly implement the various decisions and arrangements of the Party Central Committee, the State Council, the provincial party committee, and the provincial government on accelerating the development of the new generation of artificial intelligence, effectively make the development of artificial intelligence a top priority in the implementation of the "No.1 Project" of the digital economy, increase efforts to tackle key issues and deeply integrate the application of artificial intelligence core technologies, constantly promote the creation of new industries, cultivate new drivers, seize the commanding heights, and promote the intelligent upgrading and high-quality development of the province's economy and society, This action plan is specially formulated.

1、 Action Objectives

Guided by the digital economy, leading the way in system layout, optimizing top-level design, enhancing original creativity, pragmatic core foundation, developing artificial intelligence software, hardware, and intelligent terminal products, improving the intelligent level of the manufacturing industry, improving the construction of public support systems, promoting the deep integration of artificial intelligence with economic and social development and human life needs, and promoting the high-quality development of the new generation of artificial intelligence. Strive to make significant progress in key fields, basic capabilities, enterprise cultivation, support systems, and other aspects in our province by 2022, and become a leading new generation artificial intelligence core technology leading area, industrial development demonstration area, and innovative development new highland in China.

Breakthroughs have been made in key areas. The R&D and industrialization of intelligent software and hardware such as intelligent core chips, intelligent operating systems, intelligent sensors, and intelligent control products have made landmark breakthroughs, and the manufacturing of intelligent terminal products such as intelligent robots, intelligent unmanned systems, and intelligent integrated devices has formed significant industrial competitive advantages.

Basic capabilities have been significantly enhanced. Significant progress has been made in tackling basic theories and core technologies such as big data intelligence, cross media computing, swarm intelligence, autonomous unmanned systems, virtual reality, intelligent modeling, brain like chips, and natural language processing. He has led or participated in the formulation of standards and specifications for artificial intelligence technology in several fields.

The competitiveness of the enterprise is outstanding. Cultivate more than 10 internationally competitive AI leading enterprises, more than 100 AI industry application benchmarking enterprises, and more than 500 small and medium-sized enterprises specializing in AI segmentation.

The support system has been basically established. Support the construction of Alibaba City Brain National's new generation artificial intelligence open innovation platform, and support the upgrading of Hikvision's video awareness open innovation platform to a national level platform. Actively strive to create a national innovation center for artificial intelligence, layout and build more than 10 provincial artificial intelligence innovation platforms, accelerate the construction of the "l+N" industrial innovation alliance for artificial intelligence, and accelerate the improvement of standard testing and intellectual property services, industry training databases, network security, network infrastructure, and other systems.

2、 Key tasks

（1） Breakthrough key core basic theories and technologies

1. Strengthen research on basic theories of artificial intelligence. Promote the establishment of joint funds with the National Natural Science Foundation of China, focusing on artificial intelligence, and establish joint funds with key enterprises, universities, and institutions to support major basic theoretical research on artificial intelligence. Promote universities and institutions such as Zhejiang University, Hangzhou University of Electronic Technology, Zhijiang Laboratory, and West Lake University, focus on comparative advantage fields such as big data intelligence, cross media perceptual computing, hybrid enhanced intelligence, group intelligence, autonomous collaborative control, and optimal decision-making, and carry out major basic research and cutting-edge scientific exploration, striving to take the lead in breakthroughs and obtain a batch of original and significant scientific and technological achievements. (Responsible unit: Provincial Department of Science and Technology, Provincial Department of Economy and Information Technology)

2. Tackle a number of key core technologies. In the major science and technology projects of the digital economy, separate AI projects are established, focusing on "data, algorithms, and hardware", focusing on key areas such as AI algorithms, software and hardware collaboration, and dedicated systems. Encourage the combination of industry, university, and research, and increase research on cross media analysis and reasoning technology, group intelligence key technologies, hybrid enhanced intelligence new architectures and technologies, virtual reality intelligent modeling technology, autonomous unmanned systems Research on key core technologies such as natural language processing has led to the development of strategic logo products with independent intellectual property rights. (Responsible unit: Provincial Department of Science and Technology, Provincial Department of Economy and Information Technology)

3. Accelerate technological innovation in engineering applications. Build and improve the open source framework platform for engineering application technology, accelerate the practical application development of machine learning, pattern recognition, human-computer interaction, and other technologies, and promote iterative innovation in practical applications of artificial intelligence. Focus on breakthroughs in intelligent manufacturing engineering application technologies such as new sensing, advanced control and optimization, information recognition, and complex environment recognition, and promote new mode applications such as intelligent and flexible production, mass personalized customization, and predictive maintenance. Accelerate the promotion of innovative applications of technologies such as intelligent security, semiconductor process, and intelligent sensing. (Responsible units: Provincial Department of Science and Technology, Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission)

Column 1: Artificial Intelligence Basic Core Technology and Engineering Application Innovation Technology

1. Three basic driving technologies: data, algorithms, and computing power. Multisource heterogeneous big data representation, semantic understanding, semantic collaboration, information fusion processing, and other technologies for cross media interactions such as documents, voice, images, videos, and maps; New computing system technologies such as cloud computing, parallel computing, and grid computing; Algorithm models such as computer vision, natural language processing, biometric recognition, new human-computer interaction, and autonomous decision-making control, with deep learning as the core, have been studied for algorithm modeling in intelligent manufacturing and intelligent service scenarios, promoting the hardware, systematization, and platform ization of core algorithms in artificial intelligence.

2. Cross media analysis and reasoning technology. Research cross media unified representation, association understanding and knowledge mining, knowledge atlas construction and learning, knowledge evolution and inference, intelligent description and generation, and develop cross media analysis and inference engines and verification systems.

3. Key technologies of group intelligence. Carry out research on key technologies such as active perception and discovery of group intelligence, knowledge acquisition and generation, collaboration and sharing, evaluation and evolution, human-machine integration and enhancement, self-sustainment and secure interaction, construct a service architecture for group intelligence space, and study collaborative decision-making and control technologies for mobile group intelligence.

4. Hybrid enhanced intelligence new architectures and technologies. Research on hybrid enhanced intelligence core technology, cognitive computing framework, new hybrid computing architecture, human-machine co-driving, online intelligent learning technology, and a hybrid enhanced intelligence framework for parallel management and control.

5. Virtual reality intelligent modeling technology. Research on mathematical expression and modeling methods for intelligent behavior of virtual objects, natural, continuous, and in-depth interactions between virtual objects, virtual environments, and users, and the technology and methodology of intelligent object modeling.

6. Key technologies for intelligent manufacturing. Focus on breakthroughs in intelligent manufacturing engineering application technologies such as new sensing technology, advanced control and optimization technology, functional safety technology, information recognition technology, and accelerate the integrated application of artificial intelligence technologies such as complex environment recognition and new human-computer interaction in key technical equipment.

7. Innovative application technology in multiple fields. The engineering application of related application technologies such as visual semantic modeling, spatiotemporal positioning and searching of visual objects, and intelligent security technologies such as 3D detection, tracking, and recognition in machine vision; Key technologies of the third generation semiconductor materials and high-end integrated circuit manufacturing process technology; The application of advanced driving assistance systems and high-precision vehicle detection, identification and tracking, lane line detection, autonomous rail transit scheduling, and other technologies in intelligent networked vehicles; Intelligent home application technologies such as intelligent sensing, sensing and motion control, and multimodal human-computer interaction.

（2） Tackle basic software and hardware

Accelerate the development and application of key chips, intelligent sensors, and other core infrastructure hardware with independent intellectual property rights based on the diversified demand for intelligent products in the economic society; Accelerate the development and application of intelligent software, support the construction of open source platforms, and consolidate the software and hardware foundation for the development of artificial intelligence.

1. Intelligent chip development and manufacturing. Focus on developing artificial intelligence chips for industrial terminal applications, and strengthen the forward-looking strategic layout of the design, packaging, testing, and manufacturing of high-performance low-power intelligent chips such as processors and memories. Encourage the innovative development of integrated chip design and manufacturing enterprises and introduce professional chip OEM enterprises, accelerate the construction of advanced process integrated circuit production lines, achieve a breakthrough of 12 inch production lines, enhance the manufacturing capacity of characteristic processes, accelerate the layout of high-end storage and the third generation chemical semiconductor industry, drive the development of packaging testing, key equipment and materials, and build it into an important national integrated circuit industry base. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

2. Intelligent software development and application. Vigorously support software innovation and upgrading for artificial intelligence applications, provide software solutions for the development of artificial intelligence, and promote the coordinated development of software and hardware. Encourage the development of independent open source basic software, and vigorously promote the application of open source architecture to meet the multi-level market demand for artificial intelligence. Support industry leaders in conducting research on general-purpose artificial intelligence operating systems and control software with independent intellectual property rights. Explore the development of multi architecture and multi language open source framework tools, middleware, compiler libraries, etc., to support the development of intelligent manufacturing, unmanned driving, and other application control systems. Optimize intelligent manufacturing software systems, create independent industrial software technology systems, and accelerate the improvement of the effective supply capacity of the integration of manufacturing and the Internet. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

3. Intelligent sensors and other components are produced independently. Break through the key core technology of intelligent sensors, accelerate the development of intelligent sensors with perceptual interaction functions, based on new measurement principles, and achieve multiple measurement methods, and promote the integration and miniaturization development of intelligent sensors. Develop and apply a batch of intelligent control equipment that meet the characteristics of intelligent human-computer interaction, flexible and precise control, real-time collaboration, and improve the collaborative innovation ability of the industrial chain for new materials, manufacturing processes, and terminal applications of intelligent key components. By 2022, high-end intelligent sensors used in industrial and consumer electronics will achieve industrialization breakthroughs, effectively filling the domestic gap in related fields. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

4. Open source open platform construction and improvement. Support the development of development frameworks, algorithm libraries, and toolsets for cloud based training and terminal execution, support the construction of open source development platforms, open technology networks, and open source communities, encourage the construction of open computing service platforms that meet complex training needs, and encourage backbone leading enterprises to build software based on open source open technology A new industrial ecology featuring hardware, data, and application collaboration. By 2022, a number of open source development platforms for cloud training will be built to support large-scale distributed clusters, multiple hardware platforms, and multiple algorithms, and open source development for terminal execution. The platform has the characteristics of lightweight, modularization, and reliability. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

Column 2: Artificial Intelligence Iconic Achievement Products

1. Brain Computer Interface System. Relying on research institutions such as the Frontier Science Center for Brain and Brain Machine Integration of Zhejiang University, the International Joint Research Center for Brain Machine Collaborative Intelligence Technology (Ministry of Science and Technology) of Hangzhou University of Electronic Science and Technology, and facing national strategic layouts such as China's Next Generation Artificial Intelligence and China's Brain Plan, we have developed high-precision and multimodal brain information acquisition technology, computational models and methods for brain cognitive neural circuits, brain information coding and regulation technology, and pattern analysis technology for brain neural circuits Research on multi brain collaborative brain computer interaction technology. Develop a two-way closed-loop brain computer interface system for major brain diseases, and a highly reliable next generation brain computer interface military system.

2. Urban brain. Relying on Alibaba and other new generation AI open innovation platforms, we will tackle core engine technologies such as data fusion, optimal control, real-time warning, real-time simulation, and content analysis, build a new urban intelligent infrastructure platform based on big data, deeply develop and utilize urban data resources, achieve overall perception, global analysis, and intelligent processing of urban operation status, and apply them to urban transportation, urban safety, and comprehensive social governance Urban management, health, environmental protection, tourism and other systems effectively allocate public resources, significantly improve the efficiency of urban operations, and continuously improve the social governance system.

3. Video perception. Relying on artificial intelligence leading enterprises such as Hikvision and Dahua Co., Ltd., we carry out research and development of new theories, algorithms, and technologies such as video understanding, biometric identification, complex environment awareness, multimodal awareness, cross media awareness, big data intelligence, and distributed computing, and develop edge end intelligent video awareness devices with independent intellectual property rights, and cloud end intelligent video analysis devices.

4. Smart chip. Relying on institutions such as Alibaba Dharma Institute and Zhijiang Laboratory, integrating the research and development forces of chip companies such as Cambrian and Kneron, and focusing on the strategic layout of independent research and development of "China Core", we will carry out research and development of key technologies such as basic algorithms, visual computing, machine learning, quantum computing, intelligent sensing, network security, embedded systems, human-computer natural interaction, and develop quantum chips with independent intellectual property rights, NPU dedicated chips Millimeter wave obstacle free sensing chip and intelligent decision-making AI chip.

5. Intelligent autonomous unmanned system. Relying on Alibaba's new generation AI open innovation platform and Zhijiang Lab, research on high-precision maps, high-precision positioning, decision planning, intelligent control, simulation platform and data platform is carried out, and breakthroughs are made in road end sensing technology, vehicle road communication technology, cloud communication technology, multi-sensor fusion technology and collaborative sensing technology, to develop a L4 level vehicle road collaborative auto drive system, And conduct normalized testing.

6. Network security technology. Relying on research institutions and enterprises such as Zhijiang Laboratory, Hangzhou University of Electronic Science and Technology, and Anheng Information, research has been carried out around the theory and methods of artificial intelligence technology to enhance cyberspace security protection capabilities. Breakthroughs have been made in cybersecurity situational awareness, relevance security situational analysis, self-learning emergency response defense, and intelligent security operation and maintenance, and endogenous security simulated industrial control systems have been developed An intelligent edge gateway with endogenous security and a simulated industrial cloud platform with endogenous security.

（3） Accelerate the development of intelligent products

Accurately position the needs of industrial upgrading, strengthen industry-university-research cooperation, focus on the research, production, and market promotion of key intelligent products such as intelligent security, intelligent networked vehicles, intelligent robots, and smart homes, and promote artificial intelligence cluster innovation.

1. Intelligent security. Relying on the advantages of our province's intelligent security products, we will strengthen research on multiple key technologies such as accurate image and video recognition, biometric recognition, intelligent perception, and deep learning, and achieve the construction of multiple complex security algorithm models such as accurate face recognition, intelligent analysis of image sequences, and understanding and description of target behaviors. Accelerate the research and application of intelligent security solutions for multiple scenarios such as social security, industrial monitoring, and natural disasters, accelerate the demonstration construction of public security areas based on artificial intelligence, and achieve intelligent transformation and upgrading of security equipment in key public areas. (Responsible units: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology, Provincial Development and Reform Commission, Provincial Public Security Department, Provincial Emergency Management Department)

2. Intelligent connected vehicle. Promote the integration of high-quality resources in artificial intelligence, automobile manufacturing, and the Internet in our province, accelerate the integrated application of intelligent technologies such as computer vision, advanced sensing, big data, the Internet of Vehicles, and autonomous decision-making control in the field of meta human driving, and promote the research, development, and application of key technology products such as intelligent assisted driving, complex environment awareness, intelligent decision-making, and collaborative control. Deepen ministerial and provincial cooperation in the demonstration of intelligent vehicles and intelligent transportation applications based on broadband mobile internet, draw on the construction experience of intelligent connected vehicle test platforms at home and abroad, increase investment in infrastructure, environmental transformation, operating equipment, and research and development for the construction of demonstration bases, promote the technical development and industrial application of broadband mobile networks such as intelligent vehicles, intelligent transportation, and 5G, and plan to build several intelligent connected vehicle test platforms, Realize the gradual transformation from closed simple scenario testing experience to open application scenario landing. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Transportation)

3. Intelligent robots. Promote the deep integration of artificial intelligence technology and robots, and improve the intelligent level of robot products in sensing, interaction, control, collaboration, and other aspects. Further utilize technologies such as machine vision, human-computer collaboration, and multimodal interaction to promote the demonstration application of industrial robots and intelligent manufacturing technologies in production scenarios in key areas such as high intensity, high flexibility, high cleanliness, high risk, and high quality, and comprehensively improve the sensing, control, collaboration, and decision-making performance of industrial robots. Prioritize the layout of the intelligent service robot market, focusing on intelligent perception, pattern recognition, intelligent analysis, and intelligent decision-making, and vigorously promote the development and industrialization of intelligent service robots for specific application scenarios such as education and entertainment, medical rehabilitation, elderly care, security and rescue. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Provincial Health and Health Commission)

4. Smart home. Relying on the advantages of the existing home appliance industry cluster in our province, we will integrate and utilize innovative resources for intelligent upgrading, focusing on supporting the application of intelligent sensing, the Internet of Things, machine learning, and other technologies in smart home products, and realizing the functions of human-computer dialogue, behavioral interaction, device interconnection, and collaborative control of home products. Accelerate the development and industrialization of new wearable home devices. Build and promote a number of smart home testing, evaluation, demonstration and application projects to enhance the personalized and intelligent service capabilities of home products. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology)

（4） Promote the demonstration application of artificial intelligence

Guided by the technological integration and mode innovation of artificial intelligence scene applications, expand product forms and application services, focus on key application fields such as intelligent manufacturing, intelligent medical and health, education, commerce, logistics, finance, transportation, environmental protection, government affairs, and justice, strengthen the development and application of artificial intelligence application service products, and comprehensively improve the application capacity of artificial intelligence in our province.

1. Promote the deep integration of artificial intelligence and advanced manufacturing

Accelerate the integration and application of artificial intelligence technologies such as complex environment recognition and new human-computer interaction in key technical equipment, and significantly improve the application level of new intelligent manufacturing models such as intelligent production, mass personalized customization, and predictive maintenance.

Accelerate the improvement of the intelligent level of the manufacturing industry. Accelerate construction The "1+N" industrial Internet platform system promotes the application of industrial Internet platforms by large manufacturing enterprises, achieving digital control of internal management and production, guiding small and medium-sized enterprises to use the industrial Internet platform to migrate their business systems to the cloud, and accelerating the digital, networked, and intelligent upgrade. Rolling implementation of the intelligent manufacturing and intelligent technology transformation action plan, selecting backbone enterprises with good basic conditions and strong innovation capabilities Step by step, promote the application of new intelligent manufacturing models such as discrete, process based, and personalized customization, accelerate the construction of intelligent manufacturing units, intelligent production lines, digital workshops, and intelligent factories. Summarize and refine the experience of demonstration projects in intelligent manufacturing (intelligent technology transformation), form a standard paradigm, and drive the intelligent upgrading of industrial clusters where small and medium-sized enterprises gather. By 2022, 500 demonstration projects for the application of new models of intelligent manufacturing at or above the provincial level will be implemented, and 100 intelligent factories will be built. The number of industrial robots in service will reach 150000, and the density of manufacturing robots will reach 200 per 10000 people. (Responsible unit: Provincial Department of Economy and Information Technology)

Vigorously research and produce key technical equipment for intelligent manufacturing. Improve the self detection, self correction, self adaptation, self organization ability and intelligence level of high-end CNC machine tools and industrial robots; Optimize the perception, cognition, and control capabilities of intelligent sensors and distributed control systems (DCS), programmable logic controllers (PLC), data acquisition systems (SCADA), high-performance and reliable embedded control systems, and other control equipment in complex working environments; Accelerate the development and application of detection equipment based on artificial intelligence technologies such as image recognition and deep learning, as well as the innovative application of logistics equipment such as high-speed sorting machines, multi-layer shuttle vehicles, and high-density storage shuttle boards. Carry out the first (set) promotion project of major intelligent manufacturing equipment, and by 2022, develop and promote more than 500 first (set) intelligent technical equipment. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

2. Developing applications in the field of consumer services

Focusing on market consumption hotspots, priority will be given to conducting pilot demonstrations of artificial intelligence applications in fields such as intelligent medical and health, education, commerce, logistics, and finance, to further expand the scale of market applications.

Intelligent medicine and health. Promote the standardization and standardization of medical image data collection, support the research and development of medical image assisted diagnosis technology in the fields of typical diseases such as brain, lung, eye, bone, cardiovascular, cerebrovascular, breast, and accelerate the commercialization and clinical auxiliary application of medical image assisted diagnosis systems. Carry out the pilot construction of smart hospitals, take the lead in establishing auxiliary diagnosis and treatment, automatic diagnosis, medication recommendation, health warning, and other services for diseases such as tumor diseases, and accelerate the application of flexible wearable physiological monitoring systems. Strengthen group intelligent health management, develop health management wearable devices and home intelligent health detection and monitoring devices, promote the integration of intelligent elderly care application systems, and develop new service models such as chronic disease management, home based elderly care, health management consulting, and daily care. (Provincial Health Commission, Provincial Department of Science and Technology, Provincial Department of Economy and Information Technology)

Intelligent education. Utilize intelligent technology to accelerate innovation in talent cultivation models and teaching methods, and build a new education system that includes intelligent learning and interactive learning. Promote the construction of smart campuses and build a learner-centered basic environment for intelligent education. Promote the application of artificial intelligence based on education big data in the entire process of education management, teacher training, classroom application, teaching evaluation, etc. Carry out the construction of smart education pilot demonstration schools, carry out data based precision teaching, promote personalized learning, comprehensively promote smart education, and promote the transformation of education and teaching. Encourage market entities to develop online education and training platforms based on big data intelligence and three-dimensional simulation. (Provincial Department of Education, Provincial Department of Economy and Information Technology)

Intelligent commerce. Give full play to the first-mover advantage of Zhejiang's e-commerce industry, keep abreast of consumer demand, encourage leading enterprises to apply new technologies such as cross media analysis and reasoning, knowledge computing engines, and knowledge services in the business field, and promote new business services and decision-making systems based on artificial intelligence. The application field of e-commerce has been comprehensively expanded, promoting innovative development such as cross-border e-commerce and new retail, leading the country. (Provincial Department of Commerce)

Intelligent logistics. Improve the intelligent logistics collection, distribution, transportation, and distribution information platform and service system, strengthen the research and development, promotion, and application of intelligent logistics equipment such as intelligent loading, unloading, transportation, sorting, packaging, processing, and distribution, build a depth sensing intelligent warehousing system, improve the level and efficiency of warehousing operation management, and meet the requirements of accurate, flexible, and efficient material distribution and unmanned intelligent warehousing. Accelerate the international development of smart logistics, build a digital service platform for Zhoushan river-sea intermodal transportation, implement "four ports linkage", build Hangzhou into a world-class logistics hub node city, and provide end-to-end supply chain solutions to the world (Provincial Department of Transportation, Provincial Department of Economic and Information Technology)

Intelligent finance. Give full play to the advantages of the relatively concentrated financial software enterprises in our province, and use the financial big data platform to improve the ability to process and understand financial multimedia data. Innovate more financial AI products suitable for banking, securities, funds, insurance, trust, and other financial products, establish data-driven intelligent risk control, intelligent investment consulting, intelligent customer service, and other analysis and application systems, develop new financial formats, and promote the comprehensive intelligent improvement of the financial industry in business processes, business development, and customer service. (Provincial and Local Financial Supervision Bureau)

3. Expand application in public service field

Focus on expanding applications in areas such as intelligent transportation (cities), intelligent environmental protection, intelligent government affairs, and intelligent justice, and continuously improve the intelligent level of social public services using artificial intelligence technology.

Intelligent transportation. Relying on the informatization foundation of intelligent transportation construction, introducing artificial intelligence elements, strengthening transformation and upgrading, and building a "urban brain" transportation system. Break down information barriers between departments, strengthen the connection and data sharing between transportation systems and external Internet data, promote the implementation of data driven traffic management and service models, and build a safe and orderly transportation environment. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Public Security, Provincial Department of Transportation)

Intelligent and environmentally friendly. Establish intelligent environmental monitoring networks and service platforms for water, gas, soil, and solid waste, select key regions and fields, and carry out pilot projects for environmental protection and intelligent prevention and control of environmental emergencies. (Responsible unit: Provincial Department of Ecological Environment)

Intelligent government. Accelerate the application of multi-dimensional data analysis and emotion recognition in public demand forecasting and social public opinion analysis, make full use of artificial intelligence technology to improve the level of "at most once" reform, and promote government services to achieve from data exchange, information sharing, online office work to intelligent decision-making management. (Responsible unit: People's governments at all levels)

Intelligent justice. Strengthen the application of artificial intelligence in evidence collection, case analysis, and legal document reading and analysis, build a smart court data platform, and promote the realization of intelligent court trial systems and trial capabilities. (Responsible unit: Provincial Department of Justice)

（5） Deepen the integration of military and civilian AI

Implement the national military civilian integration development strategy and vigorously carry out military civilian integration innovation in artificial intelligence; Give full play to the advantages of the developed private economy in our province, accelerate the promotion of civilian participation in the military, guide the transformation and application of artificial intelligence scientific and technological achievements in the military field to the civilian field, and achieve mutual promotion and mutual strength of "civilian participation in the military" and "military to civilian".

Promote collaborative innovation in military civilian integration industries. Track the strategic layout and technological development trend of military industry groups, encourage private enterprises, colleges and universities in our province to deepen strategic cooperation with military research institutes, universities, and other institutions, and lay out a large number of major artificial intelligence industrialization projects such as broadband and intelligent ocean engineering, Beidou satellite navigation applications, new generation supercomputing centers, quantum communication, etc; Relying on existing enterprise innovation carriers at or above the provincial level, build a military civilian dual purpose technology service center, actively introduce national level technology innovation platforms, establish a military civilian integration research and development center in our province, strengthen cooperation with military industry institutes, and establish a military civilian integration research institute, a military civilian dual purpose technology research center, or a national defense key laboratory, or a national level enterprise technology center. (Responsible units: Military Civil Integration Office of the Provincial Party Committee, Provincial Department of Economy and Information Technology, Provincial Department of Science and Technology)

Carry out innovation demonstration pilot projects for military civilian integration of artificial intelligence. Relying on platforms such as Hangzhou Dajiangdong Zhejiang University Military Civil Integration Collaborative Innovation Industrial Base, vigorously carry out military civil integration innovation in artificial intelligence; Accelerate the application of artificial intelligence in the marine equipment industry, and promote the innovative development of the marine economy; Strengthen city/county linkage, select a number of distinctive regions to carry out artificial intelligence military-civilian integration innovation demonstration pilot work, and create a national military-civilian integration innovation demonstration zone. (Responsible unit: Military Civil Integration Office of the Provincial Party Committee, Provincial Department of Economy and Information Technology)

3、 Implementation path

（1） Cultivate a batch of innovative enterprises

Take full advantage of Zhejiang's pioneering advantage in the digital economy, accelerate the construction of artificial intelligence enterprise echelons, create an artificial intelligence ecosystem with leading enterprises as the core, industry benchmark enterprises as the support, and specialized small and medium-sized enterprises as the supplement, and drive the innovative development of the industrial chain. Encourage and support leading AI enterprises and high-tech parks to build open AI professional maker spaces, and promote the transfer and transformation of AI technological achievements. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology)

Column 3: "Three Major Projects" for Artificial Intelligence Enterprise Cultivation

1. Leading enterprises. Support Alibaba, Geely, Haikang, Dahua, Netease, Ant Financial Services, Cainiao Network, Chuanhua Zhilian, and other leading enterprises in intelligent manufacturing, intelligent software and hardware, intelligent finance, and intelligent logistics to integrate resources, accelerate the development and industrialization of smart chips, key AI technologies, and industrial innovation application technologies, create an AI ecosystem, strengthen patent layout, and lead or participate in the formulation of national and international standards. Adhere to open cooperation, encourage qualified enterprises to build open computing platforms, and improve the service capabilities of artificial intelligence. Cultivate more than 10 leading enterprises with international influence and competitiveness.

2. Industry benchmark enterprises. Accelerate the cultivation of more than 100 benchmark enterprises in the artificial intelligence industry in such advantageous fields as intelligent security, intelligent robots, intelligent key components, wearable devices, virtual reality, unmanned aerial vehicles, voice/image recognition, and smart home.

3. Specialized and specialized enterprises. Attract excellent AI entrepreneurship teams, incubators, and various investment institutions globally, support AI industry leaders, outstanding talents from universities, colleges, and institutions, contact entrepreneurs, and makers to engage in AI innovation and entrepreneurship, and cultivate more than 500 specialized small and medium-sized enterprises that are competitive in AI segmentation.

（2） Implement a batch of major projects

Focusing on creating an industrial system of "core technology, intelligent software and hardware, and intelligent terminal industry applications", we will strengthen strategic cooperation with well-known core enterprises at home and abroad, accelerate technological transformation in the field of military civilian integration, lay out a number of strategic and overall intelligent software and hardware, terminal, and industrialization major projects, plan and construct a number of major projects, and form a scale of investment of 100 billion yuan.

Accelerate the implementation of a number of key projects. Accelerate the implementation and promotion of key intelligent chips, intelligent operating systems, intelligent manufacturing software, and other intelligent software and hardware, as well as manufacturing projects such as intelligent robots, intelligent unmanned systems, intelligent integrated devices, intelligent security, and smart homes. Plan to introduce a number of major projects. Carry out "investment attraction" activities for artificial intelligence around the world, focusing on attracting high-end AI-PU chip design and manufacturing fields, high-end server, memory, network equipment production fields, intelligent software system development and system integration, and other leading enterprises to settle in Zhejiang, as well as new generation intelligent chips, sensors, GPUs, semiconductor new materials, autonomous vehicles, and other projects. Introduce and implement a number of major military civilian integration projects. Focusing on the military industry central enterprise group that cooperates strategically with our province, we will strengthen project recruitment in the fields of satellite applications and communications, high-end electronic components, and other fields, and enhance the large-scale production capacity of products such as flexible electronics, Beidou satellite navigation, and RF integrated circuits. (Responsible units: Provincial Department of Economy and Information Technology, Provincial Military Civil Integration Office, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Provincial Department of Commerce)

Column 4: Major AI Project Orientation

1. Intelligent basic core hardware. Actively develop optoelectronics and microelectronics technology, improve the design and manufacturing capabilities of artificial intelligence chips, focus on breakthroughs in artificial intelligence dedicated chip design, packaging, testing, and manufacturing technology, develop neural network chips, image processing chips, intelligent sensor chips, and achieve the leapfrog development of high-end intelligent chips. Accelerate the development of core basic hardware technologies such as new routing switching devices, high-performance servers, large-capacity data storage devices, intelligent controllers, and intelligent sensors, and create a research, development, and production base for high-end key components.

2. Intelligent software. Carry out research on programming algorithms for technologies such as cloud computing, intelligent interaction, micro integration, parallel computing, virtual reality, augmented reality, and big data processing, and accelerate the application of domestic intelligent operating systems in industries such as smart phones, smart wearables, Internet cars, and smart homes. Support enterprises to carry out open source software platforms and ecological construction, focusing on supporting the development of software projects such as the Alibaba Cloud Urban Brain Project, the Nuclear New Flush Voice Interaction Service Platform and System Project, and Hang Seng Electronics' financial risk monitoring system based on artificial intelligence.

3. Key basic materials. With the second generation of semiconductor materials and semiconductor lighting, new display materials as the core, the introduction and development of second generation semiconductor materials, printed OLED display key materials and devices, laser display key materials, quantum dot luminescent display key materials, wearable flexible electronic materials, high-performance alloy conductive materials, high-performance composite materials, new inorganic non-metallic materials New generation of key artificial intelligence materials such as biodegradable flexible silicon transistor materials will focus on building the Jiaxing Science and Technology City Flexible Electronics Technology Research Institute, and building the world's first flexible electronics industrial park that integrates material and prototype research and development, standard formulation, production, and product application.

4. Intelligent security. Strengthen research on multiple key technologies such as accurate image and video recognition, biometric recognition, individual and group behavior recognition, coding recognition, intelligent perception, and deep learning, support research and development and achievement transformation of intelligent sensing technologies for social security, industrial monitoring, and natural disasters, and promote the evolution of fixed monitoring security products to applications such as mobile cruise, object judgment, behavior recognition, intelligent decision-making, automatic early warning, and intelligent tracking.

5. Intelligent connected vehicle. Strengthen the research and development of key technologies and products such as autopilot chips, vehicle intelligent algorithms, auto drive system, and on-board communication systems, and create an intelligent platform for vehicles that integrates software, hardware, algorithms, network communication, and information security, with the vehicle intelligent computing platform as the core. Focus on building intelligent online vehicle platforms such as Huzhou Deqing and Ningbo Hangzhou Bay New Area.

6. Intelligent robot. Promote the deep integration of artificial intelligence technology and robots, and improve the intelligent level of robot products in sensing, interaction, control, collaboration, and other aspects. Strengthen the R&D and application of industrial robots with self detection, self correction, self adaptation, and self organization capabilities. Strengthen the research and application of intelligent service robots with environmental awareness, natural interaction, autonomous learning, and human-computer collaboration, and support enterprises to launch intelligent robots that meet the needs of home services, intelligent public services, and special services.

7. Smart home. Strengthen the integration and application of technologies such as intelligent sensing, the Internet of Things, and machine learning in products such as intelligent security, smart appliances, and intelligent lighting, as well as the research and development of new smart home products. Expand the design of smart home products, develop smart touch control screens, smartphones, and wireless control systems, promote the intellectualization of home appliances, and guide the transformation and upgrading of home appliances to "product+service".

8. Intelligent network infrastructure. Strengthen the construction of highly intelligent next-generation Internet, high-speed, large-capacity, and low-latency 5th generation mobile communication (5G) networks, fast and high-precision positioning navigation networks, ubiquitous, integrated, and highly interconnected information networks, as well as intelligent network infrastructure such as the industrial Internet and the Internet of Vehicles. Strive to lead the country in 5G scale trials and demonstration applications in our province, and Hangzhou will become the "leading city" of 5G in the world.

（3） Create a batch of innovation centers

Centering on cutting-edge technologies in the field of artificial intelligence, we will build a group of innovative carriers with international standards, attract and gather a group of high-end talents and teams, cultivate a group of "entrepreneurship and innovation" platforms, and create an artificial intelligence technology innovation center with global influence. Vigorously promote the construction of Zhijiang Laboratory and Alibaba Dharma Academy, and accelerate basic research and application technology development in the field of artificial intelligence technology; Actively promote the construction of large scientific devices such as autonomous and controllable intelligent cloud platforms, quantum computing, and deploy key technology verification platforms such as network security attack and defense shooting ranges, and intelligent networked vehicle testing sites; Promote the construction of famous universities, colleges, and institutions, actively strive to introduce well-known universities at home and abroad to cooperate in running schools in Zhejiang, and build a number of world-class artificial intelligence research institutions. (Responsible unit: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Provincial Department of Education)

Column 5: Artificial Intelligence Innovation Center

1. Zhijiang Laboratory. Carry out research and development of core technologies with significant leading role in the field of network information and artificial intelligence. Accelerate the completion of major scientific research projects such as the artificial intelligence open source platform, intelligent barrier-free sensing chips and systems, advanced industrial Internet security platform, brain observation and brain computer fusion scientific device, and online large space intelligent search platform.

West Lake University. Relying on the construction of multiple independent laboratories such as intelligent medical devices, machine intelligence, artificial intelligence and robotics, intelligent unmanned systems, intelligent deformable materials, and biological big data, we focus on research in fields such as artificial intelligence.

3. Alibaba Dharma Academy. Establish a global digital technology R&D and innovation platform, focusing on fields such as machine intelligence, data computing, unmanned driving, financial technology, quantum computing, artificial intelligence, and carry out research on basic theories and innovative technologies.

4. Alibaba City Brain National AI Open Innovation Platform. Utilize technologies such as cloud computing, big data, and artificial intelligence to develop the urban data brain that supports the sustainable development of cities, making it a new type of urban infrastructure in the future, optimizing urban public resources using urban data resources, promoting the upgrading of urban governance models, and making it a platform for urban intelligent innovation, promoting the upgrading of the digital economy industry.

5. Hikvision Video Perception AI Open Innovation Platform. Build an open innovation platform for video sensing AI, create an open capability system, achieve key common technological innovation in AI, cultivate cutting-edge talent, promote data value realization, create an ecosystem of edge sensing devices for the Internet of Things, promote deep integration of video sensing technology and industrial applications, accelerate the digital transformation of traditional industries, and strive to create a national AI open innovation platform.

6. Zhejiang University Artificial Intelligence Collaborative Innovation Center. Promote research on the cutting-edge direction of the new generation of artificial intelligence, while focusing on "artificial intelligence+X" to carry out the integration and intersection of artificial intelligence and related disciplines, including intelligent education, intelligent justice, intelligent medical care, computational sociology, etc., to build new disciplinary growth points, cultivate significant original achievements and disruptive technological breakthroughs, and drive relevant disciplines to accelerate to world-class or forefront.

7. Artificial Intelligence Research Institute of Hangzhou University of Electronic Science and Technology. Focusing on applications such as intelligent manufacturing, intelligent logistics, and intelligent health, it focuses on basic theoretical research on artificial intelligence such as big data intelligence, group intelligence, human-machine integration, and enhanced intelligence, as well as research on cutting-edge core technologies such as autonomous collaborative control and optimization, human-machine and object collaboration, and intelligent robots.

（4） Layout a batch of industrial bases

With the support of Hangzhou West Science and Technology Innovation Corridor, Ningbo Nanjiang Science and Technology Innovation Corridor, and G60 Science and Technology Innovation Corridor, the strategic and overall layout of artificial intelligence professional parks will be accelerated, with the focus on relying on the central city science and technology city, high-tech industrial parks, economic and technological development zones, characteristic towns, military civilian integration industrial bases, and entrepreneurship and innovation demonstration bases as the carriers, forming a core of Hangzhou and Ningbo, Jiaxing, Shaoxing The "2+X" industrial pattern characterized by the development of other regions such as Huzhou has built a national artificial intelligence development demonstration zone. (Responsible units: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Provincial Department of Commerce, and people's governments at all levels)

Column 6: Artificial Intelligence Base Layout

Hangzhou. Give full play to the engine role of famous universities and enterprises such as Zhejiang University and Alibaba, accelerate the construction of industrial platforms such as Hangzhou West Science and Technology Innovation Corridor, Hangzhou Future Science and Technology City Artificial Intelligence Town, Binjiang Hangzhou Artificial Intelligence Park, Qingshanhu Science and Technology City Micro Nano Smart Manufacturing Town, Hangzhou Turing Town, and accelerate the layout and construction of a number of national major science and technology infrastructure, national laboratories, manufacturing innovation centers, and other innovation platforms, Actively cultivate new forms of artificial intelligence based on the Internet, focus on the development of new communication and network equipment, intelligent software and hardware, intelligent robots, unmanned aerial vehicles, and other intelligent terminals and basic products, and strive to create a national artificial intelligence cluster leading area.

Ningbo. Relying on carriers such as the Ningbo Institute of Materials of the Chinese Academy of Sciences, Ningbo University, and the Ningbo Branch of the Military Academy of Sciences, and guided by the smart economy, we will focus on building industrial platforms such as the Intelligent Hardware Park of the Ningbo High tech Zone, the Yuyao Intelligent New Industry Port, and the Ninghai Intelligent Automobile Town, and develop intelligent terminals, hardware, and intelligent information infrastructure materials such as intelligent robots, intelligent wearable devices, intelligent manufacturing equipment, intelligent appliances, and smart chips, Accelerate the formation of an industrial system with artificial intelligence high-end manufacturing as the core.

Jiaxing. Relying on carriers such as the Yangtze River Delta Research Institute of Tsinghua University and the Xiuzhou Military Civil Integration Industrial Base, we will promote the construction of Jiaxing Science and Technology City, Jiaxing Nanhu Electronic Information (Intelligent Hardware) Industry Innovation Service Complex, and Jiashan Zhongxin Industrial Park. We will focus on participating in the promotion of core technology breakthroughs in key upstream and downstream links of the artificial intelligence chain, such as intelligent chip design, packaging and testing, intelligent networked vehicles, flexible electronics, photoelectric displays, and intelligent sensors Implementation of major projects and promotion of key industries.

Huzhou. Accelerate the construction of Deqing Intelligent Ecological City, carry out national pilot demonstration of new generation artificial intelligence applications in Deqing County, and promote the construction of Huzhou Science and Technology City, Zhejiang Huzhou Green Intelligent Manufacturing Research and Application Center, and Zhejiang University Network, New Huzhou Advanced Industry Center.

Shaoxing. Focus on the development of intelligent chips and robots, and focus on high-tech enterprises to promote the "300" demonstration project of one hundred intelligent upgraded products, one hundred first intelligent equipment, and one hundred intelligent manufacturing demonstration projects.

Taizhou. Relying on carriers such as Taizhou UAV Town, Volvo Town, and Taizhou Research Institute of Zhejiang University, we will develop intelligent terminal and component products such as UAVs and general aviation, smart cars, and smart homes; Implement a number of digital workshop and intelligent factory demonstration projects in the fields of pharmaceutical and chemical engineering, automobile manufacturing, pump valves and motors, plastic molds, etc.

Wenzhou. Take the construction of Ningbo Wenzhou National Independent Innovation Demonstration Zone as an opportunity to promote the construction of Yueqing Intelligent Electrical Provincial High and New Technology Industrial Park, and carry out intelligent manufacturing application demonstration pilot projects in fields such as intelligent electrical, key automotive components, pump valves, clothing, footwear, and pharmaceutical equipment.

（5） Build a batch of public service platforms

Innovate and apply the sharing economy development model, build AI public computing platforms, open sharing platforms, and industrial innovation collaboration platforms, and accelerate the improvement of AI's support capabilities for high-speed computing, data processing, and collaborative innovation. A new generation of public computing platform: research and development of development frameworks, algorithm libraries, tool sets, etc. for cloud training and terminal execution; Build open source development platforms, open technology networks, and open source communities, as well as open computing service platforms that meet complex training needs. Open and shared data platform: Guided by the reform of "running at most once", build a big data platform for government affairs, and improve public decision-making and service levels; Support manufacturing enterprises in building big data collection, analysis, and application platforms, forming an emerging business form of data as a service, and innovating the big data+intelligent manufacturing application model. Industrial collaborative innovation platform: Focus on supporting research and enterprises such as Zhijiang Laboratory, Zhejiang University, Alibaba Dharma Institute to carry out industry-university-research cooperation, and prioritize the layout and construction of a number of key laboratories and other innovation platforms related to artificial intelligence around key commonalities and application technologies, as well as intelligent software and hardware. (Responsible units: Provincial Department of Economy and Information Technology, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Zhijiang Laboratory)

（6） Improve a batch of support systems

Accelerate the improvement of support systems for standard testing and intellectual property services, industry training databases, network security, and network infrastructure. Standard testing and intellectual property service system: Encourage the establishment of artificial intelligence standard systems, establish third-party pilot testing platforms, and provide evaluation and evaluation services; Establish an intellectual property service platform with basic support capabilities in areas such as pattern recognition, semantic understanding, autonomous driving, and intelligent robots. Industry Training Database: Carry out research and development of key products for speech recognition, visual recognition, natural language processing, and establish high-quality artificial intelligence training resource libraries, standard test datasets, and cloud service platforms for industrial, medical, financial, transportation, and other industries. Network security assurance system: Accelerate the development and application of security encryption smart chips with independent intellectual property rights. Support the establishment of testing and evaluation methods and benchmarks to ensure the overall safety of the system and related individuals in key application areas such as intelligent networked vehicles, smart homes, intelligent robots, and intelligent factories. Intelligent network infrastructure: Accelerate the improvement and industrialization of technologies such as IPv6, optical fiber network, 5G mobile communication network, narrowband Internet of Things, Beidou navigation network, industrial Internet, Internet of Vehicles, and integrated information network between heaven and earth. (Responsible units: Provincial Department of Economy and Information Technology, Provincial Party Committee Network Information Office, Provincial Development and Reform Commission, Provincial Department of Science and Technology, Provincial Market Supervision and Administration Bureau)

4、 Safeguards

（1） Establish a wor