艾媒咨询｜2024年中国信创产业发展白皮书（完整版）

得益于中国数字经济的迅猛发展，2023年中国信创产业规模达20961.9亿元，2027年有望达到37011.3亿元，中国信创市场释放出前所未有的活力。艾媒咨询数据显示，2024年中国国产PC整机市场规模将达5182.3亿元，中国协同办公市场规模将达370.7亿元。信创基础消费潜力较大，尤其在办公软件领域，办公OA、编辑类的国产软件已普遍被企业应用，如企业微信、WPS等已积累了大量的用户群体。在国家信息安全驱动的需求下，信创产品及解决方案应用将在各行各业的渗透持续加深，行业规模持续增长。
白皮书由艾媒咨询主编，汇编芯片、服务器、整机等十五个信创重要行业数据信息。白皮书共计260页、68258个字、318个图表，内容丰富、数据详实，深入剖析了中国信创产业发展现状、产业链典型细分领域成长情况、标杆企业优秀经验以及未来发展趋势，为行业提供重要参考和决策依据。
Thanks to the rapid development of China's digital economy, the scale of China's credit creation industry will reach 2096.19 billion yuan in 2023, and is expected to reach 3701.13 billion yuan in 2027. China's credit creation market has released unprecedented vitality. Iimedia Consulting data show that in 2024, China's domestic PC machine market will reach 518.23 billion yuan, and China's collaborative office market will reach 37.07 billion yuan. Xinchuang basic consumption potential is large, especially in the field of office software, office OA, editing class of domestic software has been widely used by enterprises, such as enterprise wechat, WPS, etc., has accumulated a large number of users. Under the demand driven by national information security, the application of Xinchuang products and solutions will continue to deepen the penetration in all walks of life, and the industry scale will continue to grow.
The white paper is edited by IIMedia Consulting, compiling 15 important industry data information such as chips, servers, and complete machines. The white paper, with a total of 260 pages, 68,258 words and 318 charts, is rich in content and detailed in data, and thoroughly analyzes the development status quo of China's information and innovation industry, the growth of typical segments of the industrial chain, the excellent experience of benchmarking enterprises and the future development trend, providing important reference and decision-making basis for the industry.

艾媒咨询｜2024年中国信创产业发展白皮书（精简版）

得益于中国数字经济的迅猛发展，2023年中国信创产业规模达20961.9亿元，2027年有望达到37011.3亿元，中国信创市场释放出前所未有的活力。艾媒咨询数据显示，2024年中国国产PC整机市场规模将达5182.3亿元，中国协同办公市场规模将达370.7亿元。信创基础消费潜力较大，尤其在办公软件领域，办公OA、编辑类的国产软件已普遍被企业应用，如企业微信、WPS等已积累了大量的用户群体。在国家信息安全驱动的需求下，信创产品及解决方案应用将在各行各业的渗透持续加深，行业规模持续增长。
白皮书由艾媒咨询主编，汇编芯片、服务器、整机等十五个信创重要行业数据信息。白皮书共计260页、68258个字、318个图表，内容丰富、数据详实，深入剖析了中国信创产业发展现状、产业链典型细分领域成长情况、标杆企业优秀经验以及未来发展趋势，为行业提供重要参考和决策依据。
Thanks to the rapid development of China's digital economy, the scale of China's credit creation industry will reach 2096.19 billion yuan in 2023, and is expected to reach 3701.13 billion yuan in 2027. China's credit creation market has released unprecedented vitality. Iimedia Consulting data show that in 2024, China's domestic PC machine market will reach 518.23 billion yuan, and China's collaborative office market will reach 37.07 billion yuan. Xinchuang basic consumption potential is large, especially in the field of office software, office OA, editing class of domestic software has been widely used by enterprises, such as enterprise wechat, WPS, etc., has accumulated a large number of users. Under the demand driven by national information security, the application of Xinchuang products and solutions will continue to deepen the penetration in all walks of life, and the industry scale will continue to grow.
The white paper is edited by IIMedia Consulting, compiling 15 important industry data information such as chips, servers, and complete machines. The white paper, with a total of 260 pages, 68,258 words and 318 charts, is rich in content and detailed in data, and thoroughly analyzes the development status quo of China's information and innovation industry, the growth of typical segments of the industrial chain, the excellent experience of benchmarking enterprises and the future development trend, providing important reference and decision-making basis for the industry.

艾媒咨询｜2024年中国虚拟化软件行业研究报告

随着中国虚拟行业发展战略发布实施和自主可控的发展指引，虚拟化软件行业逐渐步入了高质量发展之路。在虚拟化领域，国产软件厂商不断加大自主创新投入，虚拟化软件及相关技术的突破和产品的优化迭代，使中国软件厂商完成了对国外虚拟技术上的“超车”，核心竞争力持续增强。中国市场的虚拟化软件产品从“能用”逐渐过渡到“好用”的阶段，国外虚拟化产品不再是唯一选择。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国虚拟化软件行业研究报告》数据显示，2023年中国云计算市场规模约为3097.3亿元，预计2025年将突破4000亿元，反映出中国云计算发展取得了良好的成效，云计算行业规模呈现强劲的增长态势。而虚拟化软件作为云基础设施的核心，预计2030年市场规模将突破200亿元。
艾媒咨询分析师认为，国家信创政策的支持、中国用户版权意识的觉醒以及中国企业数字化转型的需求，为服务器虚拟化市场的发展提供了肥沃的土壤。
With the release and implementation of China's virtual industry development strategy and independent and controllable development guidelines, the virtualization software industry has gradually stepped into the road of high-quality development. In the field of virtualization, domestic software manufacturers continue to increase their investment in independent innovation, breakthroughs in virtualization software and related technologies and product optimization iterations, so that Chinese software manufacturers have completed the "overtaking" of foreign virtual technology, the core competitiveness continues to strengthen. The virtualization software products in the Chinese market gradually transition from "usable" to "easy to use" stage. Foreign virtualization products are no longer the only option. According to the latest "2024 China's virtualization software industry research report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the size of China's cloud computing market in 2023 is about 309.73 billion yuan, and it is expected to exceed 400 billion yuan in 2025. It reflects that the development of cloud computing in China has achieved good results, and the scale of cloud computing industry has shown a strong growth trend. As the core of cloud infrastructure, virtualization software is expected to exceed 20 billion yuan in 2030.
Analysts from iMedia Consulting believe that the support of the national innovation policy, the awareness of copyright awareness of Chinese users and the demand for digital transformation of Chinese enterprises provide fertile soil for the development of the server virtualization market.

艾媒咨询 | 2024年中国数字中台市场研究报告

随着云计算、大数据、物联网、人工智能等技术的创新发展，传统产业数字化转型不断加快，数据安全和隐私问题成为用户和企业的关切点，企业对灵活、高效解决方案的需求持续增加，生态合作将成为行业发展趋势。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国数字中台市场研究报告》数据显示，2022年中国数字经济总体规模达50.2万亿元，同比增长10.3%。随着传统产业数字化转型不断加快，数字经济基础设施实现跨越式进步，预计2025年达70.8万亿元。中国零售企业在物料管理、销售管理中使用到信息系统较多；零售企业使用的数字化工具主要有数字系统（75.9%）和数字营销（57.6%）；有75.4%的零售企业在接受数字中台服务商服务后经营效率提升6%-25%。数字中台市场集中度较高，大厂技术设施健全，优势明显。当前中台的行业格局由竞争转向竞合，以协同生态为核心，集众所长，企业中台趋向云化、智能化、生态化、全渠道化。
With the innovative development of cloud computing, big data, Internet of Things, artificial intelligence and other technologies, the digital transformation of traditional industries is accelerating, data security and privacy issues have become the concern of users and enterprises, and enterprises' demand for flexible and efficient solutions continues to increase, and ecological cooperation will become the development trend of the industry. According to the latest China digital market research report in 2024 released by iiMedia Research, a third-party data mining and analysis institution of the global new economy industry, the overall scale of China's digital economy reached 50.2 trillion yuan in 2022, with a year-on-year growth of 10.3%. As the digital transformation of traditional industries continues to accelerate, the digital economy infrastructure has achieved leapfrog progress, and it is expected to reach 70.8 trillion yuan by 2025. Chinese retail enterprises utilize a wide range of information systems in material management and sales management. The primary digital tools employed by retail enterprises include digital systems (75.9%) and digital marketing (57.6%). After receiving services from digital middle-platform service providers, 75.4% of retail enterprises have witnessed a 6% to 25% increase in operational efficiency. The digital middle-platform market exhibits a high degree of concentration, with large companies boasting comprehensive technical facilities and notable advantages. Currently, the middle-platform industry landscape is shifting from competition to cooperation, centered on collaborative ecosystems. It integrates the strengths of various parties, driving enterprise middle-platforms towards cloudification, intelligence, ecologization, and omni-channel development.

艾媒咨询 | 2024-2025年中国婚庆行业市场及消费行为调研报告

婚姻被视为人生中最重要的里程碑之一。随着社会经济的快速发展和人们生活水平的不断提高，新人对于婚礼的期望和要求也在不断提升，婚礼不再仅仅是简单的仪式，而是成为展示个人品位、情感表达和家庭文化的重要舞台。与此同时，科技的进步和互联网的普及进一步推动了婚庆行业在视觉设计、摄影摄像等方面的发展，也为婚庆市场带来了诸多挑战。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国婚庆行业市场及消费行为调研报告》数据显示，目前中国20-39岁的适婚人口总量约为4.3亿人，大量的适婚人口，为中国婚庆市场增加了潜在客户。物质的极大丰富和年轻人与时俱进的观念使得消费者对婚庆的需求内容呈现多样化，花费也持续走高。2024年中国狭义婚庆行业市场规模达到2.84万亿元，广义市场规模达到14.32万亿元。艾媒咨询分析师认为，适婚人群90后和00后结婚意愿有所下降，中国婚庆市场或将迎来更大的挑战；婚庆行业消费的区域性较强，尚未形成具有全国性影响力的规模婚庆品牌，缺乏知名婚庆企业；一站式婚庆公司将成为消费者首选，婚庆领域或将诞生独角兽企业；婚礼类型呈现多元化局面，中式传统婚礼最受欢迎；数字化技术普及逐步催生线上婚礼消费增加。
Marriage is regarded as one of the most important milestones in life. With the rapid development of the social economy and the continuous improvement of people's living standards, the expectations and requirements of the newlyweds for the wedding are also constantly improving, the wedding is no longer just a simple ceremony, but has become an important stage to show personal taste, emotional expression and family culture. At the same time, the progress of science and technology and the popularity of the Internet have further promoted the development of the wedding industry in visual design, photography and other aspects, and also brought many challenges to the wedding market. According to the latest "2024-2025 China wedding industry market and consumer behavior survey report" released by iiMedia Research, data show that the total number of marriageable people between the ages of 20 and 39 in China is about 430 million. A large number of marriageable people, adding potential customers to the Chinese wedding market. The great wealth of materials and the concept of young people to keep pace with The Times have diversified consumers' demand for wedding content, and the cost has continued to rise. In 2024, the market size of China's narrow wedding industry will reach 2.84 trillion yuan, and the broad market size will reach 14.32 trillion yuan. The iiMedia consulting analysts believe that China's wedding market may face greater challenges as the post-90s and post-00s have shown a decline in their willingness to marry. The wedding industry has a strong regional consumption, has not yet formed a large-scale wedding brand with national influence, and lacks a well-known wedding enterprise; The one-stop wedding company will become the first choice of consumers, and the wedding field will be born unicorn enterprises; The wedding types show a diversified situation, Chinese traditional wedding is the most popular; The popularization of digital technology has gradually led to an increase in online wedding consumption.

艾媒咨询 | 2025年中国电子签名行业发展状况与用户行为调查数据

　随着电子签名技术的成熟完善，其应用场景持续拓展，广泛应用于以供应链合同签署为代表的企业服务领域，以政务审批为例的公共服务领域，以及个人事务办理等民生消费领域。根据全球领先的新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国电子签名行业发展状况与用户行为调查数据》数据显示，在企业端数据中，以民营主体为核心应用领域，周均使用电子签名101-500次，偏好短期服务采购，反映中小企业在数字化转型中对轻量化、灵活化电子签约工具的刚需。用户端数据显示，个人签署需求主导市场，由此催生了套餐化消费模式，46.43%用户黏性集中于2-3年使用周期。应用场景以商务合作和企业合同管理为核心，驱动数字化资产管理成为核心价值认知。腾讯电子签以29.48%市占率领先，其优势与用户最关注的操作便捷性形成正向反馈。但行业痛点集中于流程安全焦虑与效率瓶颈，制约体验升级。艾媒咨询分析师认为，需构建多层级身份核验体系强化签署全链路安全，通过AI智能模板优化签署响应速度；针对民营企业高频需求开发行业垂直解决方案，同时完善个人用户端社交化签署场景，依托头部平台生态优势拓展政企协作网络，推动电子签名向全领域可信数字化基建设施演进。
With the maturity and perfection of electronic signature technology, its application scenarios continue to expand, and it is widely used in the enterprise service field represented by supply chain contract signing, the public service field taking government affairs approval as an example, and the livelihood consumption field such as personal affairs handling. According to the latest survey Survey data of development status and user behavior of China's electronic signature industry in 2025 released by iiMedia Research, the world's leading third-party data mining and analysis institution in the new economy industry, private entities are the core application fields in the enterprise-side data, and electronic signatures are used 101-500 times a week. Preference for short-term service procurement reflects smes' need for lightweight and flexible e-contracting tools in their digital transformation. The consumer data shows that the individual signature demand dominates the market, thus giving birth to the package consumption model, and 46.43% of user stickiness is concentrated in the 2-3 year use cycle. The application scenario takes business cooperation and enterprise contract management as the core, and drives digital asset management to become the core value cognition. Tencent e-visa led the market with 29.48%, and its advantages formed a positive feedback with the convenience of operation that users were most concerned about. However, the industry's pain points focus on process safety anxiety and efficiency bottlenecks, which restrict the upgrade of experience. AI Media Consulting analysts believe that it is necessary to build a multi-level identity verification system to strengthen the signing of the full link security, and optimize the signing response speed through iiMedia Research believe that; develop industry vertical solutions for the high-frequency needs of private enterprises, while improving the social signing scene of individual clients, relying on the ecological advantages of the head platform to expand the government-enterprise collaboration network, and promote the evolution of electronic signatures to trusted digital infrastructure in the whole field.

艾媒咨询 | 2025年中国托育行业消费行为调查数据

在全球范围内，0-3岁婴幼儿的托育服务已成为各个国家或地区高度重视的家庭政策议题， 并被上升为公共服务体系建设的一部分。随着中国实施“三孩生育政策”，对婴幼儿托育行业的需求正在不断增加，更多家长会考虑将孩子送到托育机构。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国托育行业消费行为调查数据》数据显示，居住地附近缺乏合适的玩伴或教育环境的需求以39.29%的占比位居首位，凸显了家长对儿童成长环境的高度关注。与此同时，让孩子提前适应集体生活和通过早期教育开发孩子能力的需求均以35.71%的占比并列第二，反映出家长对孩子社交能力培养和早期智力发展的同等重视。在托育机构选择方面，社区托育机构以45.54%的占比成为家长的首选，体现了他们对便捷性和社区归属感的偏好；公办托育机构则以43.08%的占比紧随其后，进一步印证了家长对公办机构专业性和规范性的信任与青睐。艾媒咨询分析师认为，家长对儿童早期教育和社交能力培养的重视推动了托育需求的增长，同时政策支持和社会资本的涌入也为市场注入了活力。然而，托育市场仍面临着服务质量参差不齐、师资力量不足等挑战。未来，随着标准化建设和科技赋能，托育市场将朝着更专业、更智能、更普惠的方向发展，成为解决家庭育儿难题的重要支撑。
Worldwide, the childcare service for infants and young children aged 0-3 has become a highly valued family policy issue in various countries or regions, and has been elevated as a part of the construction of public service system. With the implementation of the "three-child policy" in China, the demand for infant and child care industry is increasing, and more parents will consider sending their children to care institutions. According to the latest “Survey data of consumption behavior of China's childcare industry in 2025” released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the demand for lack of suitable playmates or educational environment near the place of residence ranks first with 39.29%. It highlights the high concern of parents to the environment of children's growth. At the same time, the demand for allowing children to adapt to collective life in advance and developing children's abilities through early education both took the second place with 35.71%, reflecting the equal importance parents attach to the cultivation of children's social skills and early intellectual development. In terms of the choice of childcare institutions, 45.54% of parents chose community childcare institutions as their first choice, reflecting their preference for convenience and community belonging; Public childcare institutions followed with 43.08%, further confirming parents' trust and favor in the professionalism and standardization of public institutions. Analysts at IIMedia Research believe that parents' emphasis on early childhood education and social skills training has promoted the growth of childcare demand, while policy support and the influx of social capital have also injected vitality into the market. However, the childcare market still faces challenges such as uneven service quality and insufficient teachers. In the future, with the construction of standardization and the empowerment of science and technology, the childcare market will develop in a more professional, smarter and more inclusive direction, and become an important support for solving family childcare problems.

艾媒咨询 | 2025年中国外卖行业市场消费行为分析报告

随着互联网技术的飞速发展和人们生活节奏的加快，外卖行业作为一种新兴的生活服务模式，在全球范围内迅速崛起。它不仅改变了人们的餐饮消费方式，还对餐饮行业的产业链和商业模式产生了深远影响。根据全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2025年中国外卖行业市场消费行为分析报告》数据显示，饿了么在竞争激烈的中国外卖市场一骑绝尘，以 62.92% 的占比远超其他平台，稳居主导地位，这充分展现出其强大的市场影响力与广泛的用户基础。而在消费者选择外卖平台的考量因素中，平台信誉拔得头筹，占比高达 51.15%，成为消费者决策时最为关键的因素。这表明，在当下的外卖市场，消费者在选择平台时，更倾向于信赖信誉良好的平台，这也为外卖平台的发展指明了方向，注重信誉建设、提升服务质量是吸引和留住用户的关键。艾媒咨询分析师认为，外卖行业随着技术的进步、市场的成熟，以及行业的规范发展，未来仍具有广阔的发展前景。外卖平台、餐饮商家和配送服务商等各方参与者应积极应对挑战，抓住发展机遇，通过技术创新、服务升级、加强合作等方式，共同推动外卖行业朝着更加健康、高效、可持续的方向发展。
With the rapid development of Internet technology and the acceleration of people's pace of life, the take-out industry, as a new life service model, has risen rapidly around the world. It has not only changed the way people consume food and beverage, but also had a profound impact on the industry chain and business model of the catering industry. According to the latest "Analysis report on market consumption behavior of China's take-out industry in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, Ele. me has taken a clean ride in the highly competitive Chinese takeout market, accounting for 62.92% far more than other platforms. It is firmly in a dominant position, which fully demonstrates its strong market influence and wide user base. Among the factors for consumers to choose takeaway platforms, the reputation of the platform won the first place, accounting for as much as 51.15%, which has become the most critical factor in consumer decision-making. This shows that in the current take-out market, consumers are more inclined to trust reputable platforms when choosing platforms, which also points out the direction for the development of take-out platforms, focusing on reputation construction and improving service quality is the key to attract and retain users. Imedia Consulting analysts believe that with the progress of technology, the maturity of the market and the standardized development of the industry, the takeaway industry still has broad development prospects in the future. Participants such as delivery platforms, catering businesses and delivery service providers should actively respond to challenges, seize development opportunities, and jointly promote the development of the food delivery industry towards a more healthy, efficient and sustainable direction through technological innovation, service upgrading, and strengthening cooperation.

艾媒咨询 | 2024年中国家政行业发展状况与消费者行为数据分析报告

随着社会经济不断发展、三孩生育政策实施以及人口老龄化程度加快，家政服务业市场需求日益增长，行业服务细分凸显，新技术新模式的结合日益紧密。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024年中国家政行业发展状况与消费者行为数据分析报告》数据显示，2015-2027年间中国家政服务市场规模呈现整体上升趋势。2023年中国家政服务市场达到11641万元，预计2027年达到13855万元。这一情况反映了中国家政服务市场中需求量不断增加。
艾媒咨询分析师认为，随着中国社会老龄化的逐步加深，中国家政行业将迎来更广阔的市场。
With the continuous development of social economy, the implementation of the three-child policy and the acceleration of population aging, the market demand for domestic service industry is growing day by day, the industry service segmentation is highlighted, and the combination of new technologies and new models is becoming closer. According to the latest "2024 China Domestic Service Industry Development Status and Consumer Behavior Data Analysis Report" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, the size of China's domestic service market shows an overall upward trend from 2015 to 2027. In 2023, China's domestic service market reached 116.41 million yuan, and is expected to reach 138.55 million yuan in 2027. This situation reflects the increasing demand in China's domestic service market.
Analysts from iiMedia Consulting believe that with the gradual deepening of China's aging society, China's domestic industry will usher in a broader market.

艾媒咨询 | 2024-2025年中国人工智能行业发展趋势研究报告

人工智能行业作为当今科技领域最具活力和潜力的前沿阵地，依托于大数据、云计算和算法技术的迅猛发展，重塑着人类社会的方方面面。深度学习算法的突破、海量数据资源的积累以及计算能力的大幅提升使人工智能技术从实验室走向了现实世界，开始在各行各业发挥着至关重要的作用，并逐渐成为推动全球科技创新和产业升级的核心力量。全球新经济产业第三方数据挖掘和分析机构iiMedia Research（艾媒咨询）最新发布的《2024-2025年中国人工智能行业发展趋势研究报告》数据显示，2018-2024年，中国人工智能行业市场规模快速扩张，2024年达7470亿元，同比增长41.0%，预计2025年规模达到10457亿元，占全球比重达20.9%。相较2021年，2023年中国人工智能在互联网（89%）、电信（68%）、政务（65%）、金融（64%）等各领域的渗透率明显提升。中国人工智能行业市场规模不断扩大，且AI技术对各行各业的渗透率在不断提升。艾媒咨询分析师认为，技术创新与突破是人工智能发展的核心驱动力。算法优化，尤其是深度学习和强化学习的进步，显著提升了AI的智能性、效率和准确性，使其能够应对更复杂的任务。多模态融合技术的发展，让AI能够整合文本、图像、语音等不同数据类型，从而实现更全面的感知和理解，为各行各业带来创新应用的可能性。人工智能正深度融入各行业，为其带来诸多积极改变，推动各行业高质量发展。
Nowadays, as the most dynamic and potential frontier in science and technology field, artificial intelligence industry is reshaping all aspects of human society, relying on the rapid development of big data, cloud computing and algorithm technology. The breakthrough of deep learning algorithms, the accumulation of massive data resources and the substantial improvement of computing power make artificial intelligence technology from the laboratory to the real world, begin to play a crucial role in all walks of life, and gradually become the core force to promote global scientific and technological innovation and industrial upgrading. According to the latest "Research Report on the development trend of China's artificial intelligence Industry from 2024 to 2025 " released by iiMedia Research, data show that from 2018 to 2024, the market scale of China's artificial intelligence industry has expanded rapidly, reaching 747 billion yuan in 2024, increasing of 41.0% year-on-year, and is expected to reach 1045.7 billion yuan in 2025, which is accounting for 20.9% of the global share. Compared with 2021, the penetration rate of China's artificial intelligence in various fields such as the Internet (89%), telecommunications (68%), government affairs (65%), and finance (64%) in 2023 has significantly increased. The market scale of China's artificial intelligence industry continues to expand, and the penetration rate of AI technology to all walks of life continues to increase. The iiMedia consulting analysts believe that technological innovation and breakthrough are the core driving force for the development of artificial intelligence. Advances in algorithmic optimization, especially deep learning and reinforcement learning, have significantly increased AI's intelligence, efficiency, and accuracy, enabling it to tackle more complex tasks. The development of multi-modal fusion technology allows AI to integrate different data types such as text, images, and voice, so as to achieve more comprehensive perception and understanding, taking the possibility of innovative applications to various industries. Artificial intelligence is deeply integrated into various industries, bringing many positive changes to it and promoting high-quality development of various industries.