在当前以高端装备制造为核心的智造工业4.0时代背景下，随着“中国制造2025”战略的深入，工业智能机器人产业市场呈现不断增长的势头，其中充当工业机器人“火眼金睛”角色的机器视觉功不可没。
In the current high-end equipment manufacturing as the core of smart industrial 4.0 era background, with the deepening of the strategy of "2025" made in China, the industrial robot industry market is growing momentum, which serves as the role of industrial robots "critical" machine vision.
Machine vision is an important branch of AI.
机器视觉是AI的一个重要分支
“AI优先，应用为王”越来越成为AI市场的共识。其中，机器视觉作为AI的一个重要分支，因恰逢“工业4.0”“中国制造2025”等大战略、大趋势，因而得到蓬勃发展。所谓机器视觉，主要用计算机来模拟人的视觉功能，把客观事物的图像信息提取、处理并理解，最终用于实际检测、测量和控制。机器视觉可说是工业自动化系统的灵魂之窗，从物件/条码辨识、产品检测、外观尺寸量测到机械手臂/传动设备定位，都是机器视觉技术可以发挥的舞台。
"AI first, application as wang" is increasingly the consensus of the AI market. Among them, machine vision, as an important branch of AI, has been vigorously developed due to big strategies and big trends such as "industry 4.0" and "made in China 2025". The so-called machine vision mainly USES the computer to simulate the visual function of human beings, to extract, process
众所周知，智能制造是实现“工业4.0”“中国制造2025”的主攻方向，而在智能制造中，机器视觉又是最为重要的一环。机器视觉已是国内AI产业发展中的巨人，其中不乏商汤科技、旷视科技、云从科技、码隆科技、依图科技、格灵深瞳等一大票“明星”企业。这些企业大多完成了B/C/轮融资，在人脸识别、安防监控、智能制造等细分应用层面开疆扩土。
Most of these enterprises have completed the B/C/ round financing, and expanded their fields in face recognition, security monitoring and intelligent manufacturing.
Development of machine vision.
机器视觉发展现状
2011年我国机器视觉市场开始启动，行业步入快速发展期。据前瞻产业研究院发布的《机器视觉产业发展前景与投资预测分析报告》数据显示，2011年我国机器视觉行业市场规模约10.8亿元;2013年达到35.4亿元，同比增长55.94%;到2016年，市场规模接近70亿元，同比增长13.40%，约占全球市场15%的份额。
Network, intelligent Gao Qinghua, become the main direction of the current security, video monitoring products already on the market at present basically achieved network and Gao Qinghua standard, so the next round of market upheaval will be a breakthrough in the "smart". How to "intelligently" store,
机器视觉企业大体可以分为层开发厂商、二次开发厂商和产品代理商。国内机器视觉企业主要为国外机器视觉产品代理商和系统二次开发厂商。目前进入我国机器视觉市场的国外品牌有100多家，我国本土的企业负责销售代理的企业有200多家，专业的系统集成商超过50家。我国真正的专业机器视觉底层厂商凤毛麟角，本土机器视觉系统厂商和机器视觉系统元器件生产商存在缺失。
upheaval will be a breakthrough in the "smart". How to "intelligently" store, analyze and apply the data effectively, the field of machine vision will become the important handle for security enterprises to break the intellectualized development in the next step.
机器视觉与安防大碰撞 突破智能化发展局限
网络化、高清化、智能化成为安防主要方向的当下，目前市场上的视频监控产品已经基本实现了网络化和高清化的标准，因此下一轮市场巨变将在“智能”上实现突破。如何有效地对数据进行“智能化”存储、分析以及应用，机器视觉领域将成为安防企业下一步突破智能化发展的重要把手。
machine vision, as an important branch of AI, has been vigorously developed due to big strategies and big trends such as "industry 4.0" and "made in China 2025". The so-called machine vision mainly USES the computer to simulate the visual function of human beings, to extract, process
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