艾媒报告|2017-2018年中国计算机视觉市场研究报告

2017年来计算机视觉行业在政策、资本、技术等各方面都受到良好待遇，消费者在安全和效率需求也不断提升，计算机视觉技术在各行业应用能有效满足人们需求，市场发展空间巨大。在良好政策环境下计算机视觉技术日渐成熟，企业商业化落地能力不断提高，未来计算机视觉市场规模将迎来突破性发展。

艾媒报告丨2017上半年中国计算机视觉专题研究报告

2017年9月5日，全球领先的新经济行业数据挖掘和分析机构iiMedia Research(艾媒咨询)权威发布《2017上半年中国计算机视觉专题研究报告》。iiMedia Research(艾媒咨询)数据显示，2016年中国人工智能产业规模已突破100亿元，以43.3%的增长率高速增长。未来，作为人工智能子领域的计算机视觉产业规模也会相应扩大。

艾媒报告|2018Q1中国计算机视觉行业动态监测报告

iiMediaResearch（艾媒咨询）数据显示，2017年中国计算机视觉行业市场规模为68亿元，预计2020年市场规模达到780亿元，年均复合增长率达125.5%。2018年，计算机视觉行业获得了大批融资，企业对行业的研发投入加强，技术获得了突破。

德勤-E级精算师的兴起（英文版）

人工智能、自动化、机器学习。科技发展日新月异，正迅速为工作模式创造一个全新的未来。这个改革正在以加速的步伐重新定义工作，而人和机器能够协力工作的可能将改变整个行业。随着这个令人兴奋的未来逐步展开，精算专业也将经历剧烈的变化，并为精算师开启全新的工作机会，造就他们担起更具活力的商业角色。

艾媒咨询| 2020中国人工智能产业白皮书

本报告研究涉及企业/品牌/案例：酷芯微电子，蒜泥科技，影谱科技

2025年中国人工智能核心产业规模预计将超过4000亿元，中国未来有望发展为全球最大的人工智能市场。首先是国家政策环境的利好，同时人工智能商业化发展的经济环境近年基本处于稳定状态。伴随着人口结构变化和社会发展，企业的用工成本逐渐攀升，企业正在寻求数字化转型，希望通过应用人工智能降低用工成本，这些都为人工智能的商业化发展提供了有利的社会环境。2020年中国人工智能产业融资规模为1402亿元，资本也持续看好中国人工智能产业发展。iiMedia Research(艾媒咨询)数据显示，超八成中国网民看好其未来发展前景，47.8%的网民对中国人工智能发展前景持比较乐观的态度，36.8%的网民认为人工智能前景非常乐观。八成受访企业表示对人工智能重视程度较高，近六成企业表示未来会重点布局人工智能。未来人工智能的应用场景范围将持续扩大，深度渗透到各个领域，引领产业向价值链高端迈进，同时也为改善民生起到重要作用。
The scale of China's core artificial intelligence industry is expected to exceed 400 billion yuan in 2025, and China is expected to develop into the world's largest artificial intelligence market in the future. The first is the favorable national policy environment, and the economic environment for the commercialization of artificial intelligence is basically stable in recent years. With the demographic changes and social development, the labor cost of enterprises has gradually risen. Companies are seeking digital transformation and hope to reduce labor costs through the application of artificial intelligence. All of these provide a favorable social environment for the commercial development of artificial intelligence. In 2020, the financing scale of China's artificial intelligence industry is 140.2 billion yuan, and capital continues to be optimistic about the development of China's artificial intelligence industry. As the data of iiMedia Research showed, over 80% of Chinese Internet users are optimistic about its future development prospects, 47.8% of Internet users are relatively optimistic about the prospects of China's artificial intelligence development, and 36.8% of Internet users believe that the prospects of artificial intelligence are very optimistic. Eighty percent of the companies interviewed said that they attach great importance to artificial intelligence, and nearly 60 percent of the companies said they will focus on artificial intelligence in the future. In the future, the scope of artificial intelligence application scenarios will continue to expand and penetrate deeply into various fields, leading the industry to the high end of the value chain, and also playing an important role in improving people's livelihood.(“iiMedia Report |2020 China Mobile Games' IP Value Exploration Research Report" full version has 79 pages, please click the Browse HD Report button on the right side of the article to browse the report )

艾媒报告 |2019中国人工智能发展风险预警白皮书

随着人工智能的不断发展，人工智能产业不断深化，中国人工智能企业数量也在不断上升，但在技术与应用领域，均存在着不同程度的挑战与风险。对于未来人工智能技术的发展，态势虽一路高涨，但仍不能放松警惕。由人工智能带来的新一轮工业革命已经到来，教育呈现出与技术发展的不均衡必将导致失业问题的出现。对于人工智能带来的新的需求，唯有保持学习才能不被技术超前。
With the continuous development of artificial intelligence and the deepening of the artificial intelligence industry, the number of Chinese artificial intelligence enterprises is also on the rise, but in the field of technology and application, there are challenges and risks of varying degrees. According to data from iiMedia Research, Chinese Internet users to try the will of the artificial intelligence technology is higher, but there are still 64.1% of Chinese Internet users think that there are risks of artificial intelligence, 40.3% of Internet users think the biggest hazards posed by artificial intelligence is a personal information leakage, 63.0% of netizens think that artificial intelligence technology has threat to humans, 38.6% of Internet users think that big data is the main cause of a threat to human development. For the development of artificial intelligence technology in the future, although the situation is all the way high, but still can not relax vigilance. A new round of industrial revolution brought by artificial intelligence has come, and the imbalance between education and technological development will inevitably lead to the emergence of unemployment. For the new demand brought by artificial intelligence, only keep learning can not be ahead of technology.

艾媒报告 |2019上半年中国人工智能产业研究报告

本报告研究涉及企业/品牌/案例：百度，小马智行，深兰科技，深兰科技,商汤科技,地平线机器人,大立科技,数多多，Cambricon, 数据堂，IBM, Magic Data,海深科技，阿里巴巴，华为，京东，滴滴出行，小i机器人，图灵机器人，科大讯飞，普强信息，云知声，出门问问，依图，海鑫科金，腾讯云

随着政策的推动以及资本的关注，人工智能产业仍将保持迅猛发展态势，2020年中国人工智能核心产业规模将超1500亿元。当前人工智能的商业化主要是基于计算机视觉、智能语音、自然语言处理等技术，技术应用面广泛，涉及智能医疗、智能驾驶、智能家居等多场景。2018年中国人工智能领域共融资1311亿元，增长率超过100%，投资者看好人工智能行业的发展前景，资本将助力行业更好地发展。在人工智能与出行结合领域，路径规划、网络约车、交通管理、自动驾驶等技术的研发解决了传统出行不便的痛点，其中深兰科技深耕智能交通、智能环境、智能城市等细分领域，已实现人工智能产品落地。其深兰科技熊猫智能公交车已实现在广州、天津等国内多个城市试运行。而人工智能与安防、医疗、零售等产业的结合，均解决了一定行业痛点，利用机器学习算法、深度学习和NLP促进行业发展。随着5G商用时代的逐渐来临，人工智能技术连接效率也将进一步提升，深度学习、数据挖掘、自动程序设计等领域也将在更多的应用领域得到实现。

With the promotion of policy and the attention of capital, the AI industry will continue to develop rapidly, and the scale of China's AI core industry will exceed 150 billion yuan by 2020. At present, the commercialization of AI is mainly based on computer vision, intelligent voice, natural language processing and other technologies. It has a wide range of applications, including intelligent medical, intelligent driving, intelligent home and other scenarios. In 2018, China's AI sector raised 131.1 billion yuan, with a growth rate of more than 100%. Investors are optimistic about the prospects of AI industry, and capital will help the industry develop better. In the field of combination of artificial intelligence and travel, the research and development of technologies such as path planning, network car appointment, traffic management and automatic driving have solved the pain points of traditional travel inconvenience. Among them, Shenlan Science and Technology has realized the landing of artificial intelligence products in the sub-fields of intelligent transportation, intelligent environment, intelligent city and so on. Its Shenlan Panda Intelligent Bus has been put into trial operation in Guangzhou, Tianjin and other domestic cities. The combination of AI and security, medical, retail and other industries has solved some industry pain points, using machine learning algorithm, in-depth learning and NLP to promote the development of the industry. With the gradual advent of 5G commercial era, the efficiency of artificial intelligence technology connection will be further improved. In-depth learning, data mining, automatic programming and other fields will also be realized in more application areas.

艾媒咨询|2021年中国元宇宙行业用户行为分析热点报告

自2020年起，国内外互联网头部企业纷纷入场元宇宙。而数据显示，从2017年到2021年，中国区块链支出增长约12.8倍；2021年中国VR终端硬件市场规模为136.4亿元，AR终端硬件市场规模为208.8亿元；2021年中国云计算产业规模达2109.5亿元，各领域的技术高速发展为元宇宙行业提供全面的技术支持 。但值得注意的是，目前元宇宙并无明确落地场景或者产品，市场和监管部门应当谨防炒作风险。
Since 2020, Internet leading enterprises at home and abroad have entered the meta universe one after another. The data show that from 2017 to 2021, China's blockchain expenditure increased by about 12.8 times； In 2021, the scale of China's VR terminal hardware market was 13.64 billion yuan, and the scale of AR terminal hardware market was 20.88 billion yuan； In 2021, the scale of China's cloud computing industry reached 210.95 billion yuan. The rapid development of technology in various fields provides comprehensive technical support for the meta universe industry. However, it is worth noting that at present, there is no clear landing scene or product in metauniverse, and the market and regulatory authorities should beware of the risk of speculation.

艾媒咨询 | 2025年中国企业数字化使用行为调查数据

当前中国企业数字化呈现出良好发展态势，数字化投入持续加大，数字化基础不断夯实。超九成企业在生产经营中广泛应用信息化管理系统、电子商务、云计算等技术，不同行业各有特色，信息传输、软件和信息技术服务业企业应用水平领先，在管理、采购、销售等环节普及度高，生产、研发环节应用逐步深入。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年中国企业数字化使用行为调查数据》，已有86.19%的企业考虑并实施了数字化转型，说明数字化转型已成为企业经营规划中的重要组成部分。其中，制造业在数字化转型企业中占比最高，达到14.74%。其次是信息传输、计算机服务和软件业，占比14.32%。在企业数字化转型的主要困难中，组织层面缺乏整体规划的问题最为突出，其次是数据治理体系不完善和传统IT平台及架构带来的负担。未来，企业数字化转型的前景广阔，同时也挑战重重。随着这些挑战被克服，企业数字化转型将释放更大潜能，推动产业结构优化升级，助力中国经济在数字时代实现高质量发展 。（《艾媒咨询 |2025年中国企业数字化使用行为调查数据》完整高清PDF版共30页，可点击文章底部报告下载按钮进行报告下载）
Currently, the digitalization of Chinese enterprises is showing a favorable development trend with continuous increases in digital investment and continuous consolidation of the digital foundation. More than 90% of enterprises widely apply technologies such as information management systems, e-commerce, and cloud computing in their production and operation. Different industries have their own characteristics. Enterprises in the information transmission, software, and information technology service industries lead in the application level, with high popularity in management, procurement, sales, and other links, and the application in production and R&D links is gradually deepening. According to the latest "Survey data on digital usage behavior of Chinese enterprises in 2025" released by iiMedia Research, a third-party data mining and analysis institution in the global new economy industry, 86.19% of enterprises have considered and implemented digital transformation, indicating that digital transformation has become an important part of enterprise operation planning. Among them, the manufacturing industry accounts for the highest proportion, reaching 14.74%, among the enterprises undergoing digital transformation. Followed by the information transmission, computer services, and software industry, accounting for 14.32%. Among the main difficulties in the digital transformation of enterprises, the lack of overall planning at the organizational level is the most prominent issue, followed by the imperfect data governance system and the burden brought by traditional IT platforms and architectures. In the future, the prospects for the digital transformation of enterprises are broad, but there are also numerous challenges. As these challenges are overcome, the digital transformation of enterprises will unleash greater potential, promote the optimization and upgrading of the industrial structure, and help China's economy achieve high-quality development in the digital era.

（演讲版）中国广告主协会X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.