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电脑视觉领域的人工智慧 (AI) 市场 - 2024 年至 2029 年预测Artificial Intelligence (AI) in Computer Vision Market - Forecasts from 2024 to 2029 |
电脑视觉领域的人工智慧(AI)市场预计将以25.53%的复合年增长率扩张,到2029年市场规模将达到550.81亿美元,而2024年的初始值为176.69亿美元。
电脑视觉中的人工智慧(AI) 是人工智慧(AI) 的一个子类别,它利用人工智慧技术、深度机器学习和复杂的互连神经网路来处理数位视觉输入并获得重要的见解或实现所需的结果。在人工智慧辅助电脑视觉系统中,视觉输入透过感测设备进行扫描,并在经过推理设备后产生输出。
电脑视觉中的人工智慧 (AI) 可以执行多种属性,例如脸部辨识、影像侦测、运动物体侦测、影像分组、物体分割、基于过去趋势的未来预测以及观察运动目标。电脑视觉中人工智慧 (AI) 的便利性和多功能性导致其在多个领域得到应用,包括医疗保健、农业、交通、金融、网路安全和零售。因此,考虑到人工智慧(AI)在电脑视觉领域的发展潜力以及在各个领域扩展其应用的潜力,预计该市场将在预测期内快速扩张。
电脑视觉人工智慧(AI)领域的发展将有助于改进创新农业技术软体,以支援和提高农业部门的整体生产力。农业公司正在电脑视觉中采用人工智慧 (AI) 技术来预测天气模式和作物水平并检测农业问题。可以存取无人机和卫星的数位输入来分析天气模式并预测飓风等自然灾害的发生。
此外,电脑视觉中的人工智慧 (AI) 可以透过检测有害杂草和作物健康问题来帮助提高作物产量和生产力。该应用程式可以进一步分析新混合作物的颜色、质地和品质,并检查它们与土壤的相容性。例如,笛卡尔实验室和蓝河科技等公司正在积极为农业相关企业提供电脑视觉领域的人工智慧(AI)服务,并投资扩大其在该领域的产品系列。
北美地区不断推出旨在为客户提供人工智慧电脑视觉服务的人工智慧新兴企业,展现了市场潜力。例如,纽约的Ocrolus公司采用人工智慧电脑视觉技术和机器学习,为客户提供金融资料分析和咨询服务。另一家人工智慧Start-UpsOrbital Insights 也正在利用这项技术为能源和农业提供投入,利用卫星影像和其他来源提出建议。
此外,Google、微软、IBM等科技巨头正积极投资新型人工智慧软体的开发,包括电脑视觉人工智慧。在美国和加拿大等北美国家,电脑视觉人工智慧在农业、製造、汽车和资讯科技等各个领域的采用正在增加。因此,在预测期内,北美电脑视觉领域的人工智慧(AI)市场规模将会增加。
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The AI in computer vision market is anticipated to expand at a CAGR of 25.53% to reach a market size of US$55.081 billion in 2029 from an initial value of US$17.669 billion in 2024.
Computer vision AI is a subcategory of artificial intelligence (AI) that utilizes AI technology, deep machine learning, and complex interconnected neural networks to process digital visual input to obtain crucial insights or to achieve a targeted result. In an AI-assisted computer vision system, visual input is scanned through a sensing device to produce an output after passing it through an inferring device.
AI in computer vision can perform numerous attributes such as face recognition, image detection, moving object detection, grouping of images, object segmentation, future prediction based on past trends, and observation of moving targets. The convenience and versatility of computer vision in AI result in its application in different sectors, such as healthcare, agriculture, transportation, finance, cybersecurity, and retail. Hence, after considering the potential of AI in computer vision to evolve and increase its applications in different sectors, it can be anticipated that this market will experience a rapid expansion in the forecast period.
The developments in the computer vision AI field help improve the agricultural technology software innovated to assist and enhance the overall productivity of the agricultural sector. Agricultural enterprises employ computer vision AI technology to predict weather patterns and harvest levels and detect agricultural concerns. Digital inputs from drones and satellites can be accessed to analyze weather patterns and predict the occurrence of natural calamities like hurricanes.
In addition, computer vision AI can assist in improving crop yield and productivity by detecting harmful weeds or issues with crop health. Its applications can further analyze new hybrid crops' color, texture, and quality to check their compatibility with the soil. For instance, companies like Descartes Labs and Blue River Technology are actively providing computer vision AI services to agricultural companies and investing in expanding their product portfolio in this field.
The rise in the launch of AI startup companies in North America targeting to provide AI computer vision services to its clients demonstrates its market potential. For instance, Ocrolus Company in New York adopts AI computer vision technology and machine learning to offer financial data analysis and consultancy services to its customers. Another AI startup, Orbital Insight, also uses this technology for input into energy and farming by leveraging satellite images and other sources to make recommendations.
In addition, giant technology companies like Google, Microsoft, and IBM are actively investing in developing new AI software, including computer vision AI. There is a rise in the adoption of computer vision AI across various sectors such as agriculture, manufacturing, automotive, and information technology in North American countries like the USA and Canada. This will result in an increase in the market size of North American computer vision AI over the forecast period.
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