在當前以高端裝備制造為核心的智造工業(yè)4.0時代背景下,隨著“中國制造2025”戰(zhàn)略的深入,工業(yè)智能機器人產(chǎn)業(yè)市場呈現(xiàn)不斷增長的勢頭,其中充當工業(yè)機器人“火眼金睛”角色的機器視覺功不可沒。
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.
機器視覺是AI的一個重要分支
“AI優(yōu)先,應(yīng)用為王”越來越成為AI市場的共識。其中,機器視覺作為AI的一個重要分支,因恰逢“工業(yè)4.0”“中國制造2025”等大戰(zhàn)略、大趨勢,因而得到蓬勃發(fā)展。所謂機器視覺,主要用計算機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,最終用于實際檢測、測量和控制。機器視覺可說是工業(yè)自動化系統(tǒng)的靈魂之窗,從物件/條碼辨識、產(chǎn)品檢測、外觀尺寸量測到機械手臂/傳動設(shè)備定位,都是機器視覺技術(shù)可以發(fā)揮的舞臺。
"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,智能制造是實現(xiàn)“工業(yè)4.0”“中國制造2025”的主攻方向,而在智能制造中,機器視覺又是最為重要的一環(huán)。機器視覺已是國內(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,在人臉識別、安防監(jiān)控、智能制造等細分應(yīng)用層面開疆擴土。
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.
機器視覺發(fā)展現(xiàn)狀
2011年我國機器視覺市場開始啟動,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《機器視覺產(chǎn)業(yè)發(fā)展前景與投資預(yù)測分析報告》數(shù)據(jù)顯示,2011年我國機器視覺行業(yè)市場規(guī)模約10.8億元;2013年達到35.4億元,同比增長55.94%;到2016年,市場規(guī)模接近70億元,同比增長13.40%,約占全球市場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。國內(nèi)機器視覺企業(yè)主要為國外機器視覺產(chǎn)品代理商和系統(tǒng)二次開發(fā)廠商。目前進入我國機器視覺市場的國外品牌有100多家,我國本土的企業(yè)負責(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。我國真正的專業(yè)機器視覺底層廠商鳳毛麟角,本土機器視覺系統(tǒng)廠商和機器視覺系統(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下,目前市場上的視頻監(jiān)控產(chǎn)品已經(jīng)基本實現(xiàn)了網(wǎng)絡(luò)化和高清化的標準,因此下一輪市場巨變將在“智能”上實現(xiàn)突破。如何有效地對數(shù)據(jù)進行“智能化”存儲、分析以及應(yīng)用,機器視覺領(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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