在當(dāng)前以高端裝備制造為核心的智造工業(yè)4.0時(shí)代背景下，隨著“中國(guó)制造2025”戰(zhàn)略的深入，工業(yè)智能機(jī)器人產(chǎn)業(yè)市場(chǎng)呈現(xiàn)不斷增長(zhǎng)的勢(shì)頭，其中充當(dāng)工業(yè)機(jī)器人“火眼金睛”角色的機(jī)器視覺功不可沒。
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.
機(jī)器視覺是AI的一個(gè)重要分支
“AI優(yōu)先，應(yīng)用為王”越來越成為AI市場(chǎng)的共識(shí)。其中，機(jī)器視覺作為AI的一個(gè)重要分支，因恰逢“工業(yè)4.0”“中國(guó)制造2025”等大戰(zhàn)略、大趨勢(shì)，因而得到蓬勃發(fā)展。所謂機(jī)器視覺，主要用計(jì)算機(jī)來模擬人的視覺功能，把客觀事物的圖像信息提取、處理并理解，最終用于實(shí)際檢測(cè)、測(cè)量和控制。機(jī)器視覺可說是工業(yè)自動(dòng)化系統(tǒng)的靈魂之窗，從物件/條碼辨識(shí)、產(chǎn)品檢測(cè)、外觀尺寸量測(cè)到機(jī)械手臂/傳動(dòng)設(shè)備定位，都是機(jī)器視覺技術(shù)可以發(fā)揮的舞臺(tái)。
"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
眾所周知，智能制造是實(shí)現(xiàn)“工業(yè)4.0”“中國(guó)制造2025”的主攻方向，而在智能制造中，機(jī)器視覺又是最為重要的一環(huán)。機(jī)器視覺已是國(guó)內(nèi)AI產(chǎn)業(yè)發(fā)展中的巨人，其中不乏商湯科技、曠視科技、云從科技、碼隆科技、依圖科技、格靈深瞳等一大票“明星”企業(yè)。這些企業(yè)大多完成了B/C/輪融資，在人臉識(shí)別、安防監(jiān)控、智能制造等細(xì)分應(yīng)用層面開疆?dāng)U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.
機(jī)器視覺發(fā)展現(xiàn)狀
2011年我國(guó)機(jī)器視覺市場(chǎng)開始啟動(dòng)，行業(yè)步入快速發(fā)展期。據(jù)前瞻產(chǎn)業(yè)研究院發(fā)布的《機(jī)器視覺產(chǎn)業(yè)發(fā)展前景與投資預(yù)測(cè)分析報(bào)告》數(shù)據(jù)顯示，2011年我國(guó)機(jī)器視覺行業(yè)市場(chǎng)規(guī)模約10.8億元;2013年達(dá)到35.4億元，同比增長(zhǎng)55.94%;到2016年，市場(chǎng)規(guī)模接近70億元，同比增長(zhǎng)13.40%，約占全球市場(chǎng)15%的份額。
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,
機(jī)器視覺企業(yè)大體可以分為層開發(fā)廠商、二次開發(fā)廠商和產(chǎn)品代理商。國(guó)內(nèi)機(jī)器視覺企業(yè)主要為國(guó)外機(jī)器視覺產(chǎn)品代理商和系統(tǒng)二次開發(fā)廠商。目前進(jìn)入我國(guó)機(jī)器視覺市場(chǎng)的國(guó)外品牌有100多家，我國(guó)本土的企業(yè)負(fù)責(zé)銷售代理的企業(yè)有200多家，專業(yè)的系統(tǒng)集成商超過50家。我國(guó)真正的專業(yè)機(jī)器視覺底層廠商鳳毛麟角，本土機(jī)器視覺系統(tǒng)廠商和機(jī)器視覺系統(tǒng)元器件生產(chǎn)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.
機(jī)器視覺與安防大碰撞 突破智能化發(fā)展局限
網(wǎng)絡(luò)化、高清化、智能化成為安防主要方向的當(dāng)下，目前市場(chǎng)上的視頻監(jiān)控產(chǎn)品已經(jīng)基本實(shí)現(xiàn)了網(wǎng)絡(luò)化和高清化的標(biāo)準(zhǔn)，因此下一輪市場(chǎng)巨變將在“智能”上實(shí)現(xiàn)突破。如何有效地對(duì)數(shù)據(jù)進(jìn)行“智能化”存儲(chǔ)、分析以及應(yīng)用，機(jī)器視覺領(lǐng)域?qū)⒊蔀榘卜榔髽I(yè)下一步突破智能化發(fā)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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