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中科院研究員:AI開(kāi)發(fā)任務(wù)繁重,單項目需3-5個(gè)月
12月初,關(guān)于AI深度學(xué)習的話(huà)題引起了業(yè)內的廣泛討論,美國AI專(zhuān)家Ali Rahimi和Judea Pearl都表示了對AI深度學(xué)習的擔憂(yōu)。如今,這場(chǎng)論戰也蔓延到了國內。中科院研究員zui近向媒體表示,阻礙AI深度學(xué)習落地的主要有兩個(gè)因素,一個(gè)是AI人才稀缺,一個(gè)是AI開(kāi)發(fā)任務(wù)繁重。
年薪30萬(wàn)都搶不到AI人才
在早前的深圳高交會(huì )上,媒體表示,目前AI人才空缺十分嚴重,年薪30萬(wàn)都招不到相應專(zhuān)業(yè)的碩士研究生。根據行業(yè)目前的數據顯示,AI碩士研究生年薪在30-50萬(wàn),博士則60-80萬(wàn)。
中科院研究員表示,目前,AI人才市場(chǎng)處于買(mǎi)房市場(chǎng),人才供不應求,外加上AI是近五年朝陽(yáng)行業(yè),對人才的需求十分龐大。
AI人才的稀缺,直接導致了國內AI行業(yè)很多項目無(wú)法正常推動(dòng),阻礙了行業(yè)的高速發(fā)展。
AI開(kāi)發(fā)任務(wù)繁重
而更讓整個(gè)行業(yè)面露難色的是,AI不僅人才不夠用,而且開(kāi)發(fā)任務(wù)十分繁重。
中科院研究員表示,AI目前主要采用的圖形識別技術(shù)無(wú)法批量識別。例如識別一顆白菜需要十分鐘,而識別一件衣服則需要另外啟動(dòng)一次算法,這樣就導致了即使是基礎開(kāi)發(fā),也需要耗費的時(shí)間,侵占的資源。
據業(yè)內統計,目前,AI單個(gè)項目的開(kāi)發(fā)周期短則3到5個(gè)月,長(cháng)的甚至以年為計量單位。
AI開(kāi)發(fā)任重道遠
中科院研究員同時(shí)表示,業(yè)內對AI的開(kāi)發(fā)預期是希望AI在獲取任務(wù)后自動(dòng)完成所有識別及學(xué)習。例如我們給AI下達一個(gè)傳感器檢測的任務(wù),AI會(huì )自動(dòng)到互聯(lián)網(wǎng)搜索傳感器的信息,了解什么是傳感器,并知道傳感器的主要類(lèi)型及作用,zui終完成傳感器自動(dòng)檢測的預期目標。
但是很遺憾,目前AI技術(shù)還達不到上面的要求。
未來(lái)AI深度學(xué)習平臺有望上線(xiàn)
解決AI開(kāi)發(fā)面臨的困境,單靠高校人才培養是遠遠不夠的。未來(lái),AI技術(shù)開(kāi)發(fā)及深度學(xué)習平臺有望上線(xiàn)。這樣做的目的,是為了讓中低端技術(shù)人員也可以通過(guò)操作簡(jiǎn)單的傻瓜式學(xué)習平臺進(jìn)行AI開(kāi)發(fā)。
*PMA溫控器
公司名稱(chēng):(上海)有限公司
:
:zhuruilin@zoe-industry.com
品牌簡(jiǎn)介:
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*PMA溫控器
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