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中科院研究員:AI開發(fā)任務繁重,單項目需3-5個月
12月初,關于AI深度學習的話題引起了業(yè)內(nèi)的廣泛討論,美國AI專家Ali Rahimi和Judea Pearl都表示了對AI深度學習的擔憂。如今,這場論戰(zhàn)也蔓延到了國內(nèi)。中科院研究員zui近向媒體表示,阻礙AI深度學習落地的主要有兩個因素,一個是AI人才稀缺,一個是AI開發(fā)任務繁重。
年薪30萬都搶不到AI人才
在早前的深圳高交會上,媒體表示,目前AI人才空缺十分嚴重,年薪30萬都招不到相應專業(yè)的碩士研究生。根據(jù)行業(yè)目前的數(shù)據(jù)顯示,AI碩士研究生年薪在30-50萬,博士則60-80萬。
中科院研究員表示,目前,AI人才市場處于買房市場,人才供不應求,外加上AI是近五年朝陽行業(yè),對人才的需求十分龐大。
AI人才的稀缺,直接導致了國內(nèi)AI行業(yè)很多項目無法正常推動,阻礙了行業(yè)的高速發(fā)展。
AI開發(fā)任務繁重
而更讓整個行業(yè)面露難色的是,AI不僅人才不夠用,而且開發(fā)任務十分繁重。
中科院研究員表示,AI目前主要采用的圖形識別技術無法批量識別。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一次算法,這樣就導致了即使是基礎開發(fā),也需要耗費的時間,侵占的資源。
據(jù)業(yè)內(nèi)統(tǒng)計,目前,AI單個項目的開發(fā)周期短則3到5個月,長的甚至以年為計量單位。
AI開發(fā)任重道遠
中科院研究員同時表示,業(yè)內(nèi)對AI的開發(fā)預期是希望AI在獲取任務后自動完成所有識別及學習。例如我們給AI下達一個傳感器檢測的任務,AI會自動到互聯(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型及作用,zui終完成傳感器自動檢測的預期目標。
但是很遺憾,目前AI技術還達不到上面的要求。
未來AI深度學習平臺有望上線
解決AI開發(fā)面臨的困境,單靠高校人才培養(yǎng)是遠遠不夠的。未來,AI技術開發(fā)及深度學習平臺有望上線。這樣做的目的,是為了讓中低端技術人員也可以通過操作簡單的傻瓜式學習平臺進行AI開發(fā)。
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Vahle SK-DSW2/40-04-14-FN 168151
Vahle VLF 155-1-908- 4-26
Vahle VBS 4 , Nr.258818
Vahle KDS 2/40-6-14 HS1,0 04 08 07+08
Vahle 168137
Vahle 168073
Vahle 0257130/00 SA-SKN4/40-1HS28-60
Vahle SKN 4/40-1 HS
Vahle 168073 KDS2/40
Vahle SA-KDS2/40/04PH-88/15-0,5 0168073/00
Vahle KDS2/40-4-14 Nr.168082
Vahle ESTN4LHS
Vahle 168073
Vahle 168015
Vahle 165049 AL-FLA2,5PH1-6,3
Vahle 165263
Vahle 185492/00 RW-SWNG 9 BSC
Vahle 184344/00 LSVG 9/60-4 HS
Vahle 105747
Vahle KNKS 4/100 HS , Nr.258270
Vahle BLS 20-2-01
Vahle BLK25-2-01
Vahle 0167006/00 U10/25C-6000PH-B Isolierte Stromschiene
Vahle 0154004/00 VKS4/100-4000HSA
Vahle 0153944/00 VKS 3/60-4 SS
Vahle 0152085/00 SA-KST30PH-04C-2000
Vahle SKN 4/40-1 HS
Vahle 0171019/00;SA-KDST250/25PH-20-2000
Vahle 0168225/01 SK-MK55-14
Vahle 165234
Vahle KST2/40 Nr.168138
Vahle KST2/40 Nr.168137
Vahle 0254892/00 SK-SKN/T-SWN/T-SWNG/T-PE/S-28
Vahle 0254891/00 SK-SKN/T-SWN/T-SWNG/T-PH/PE/O-28
Vahle 0254890/00 SK-SKN/T-SWN/T-SWNG/T-PH/S-28
Vahle SA-KDS2/40/04PH-88/15-0,5,68073
Vahle 0600096/00 SA-KSW4/40-1HS28-60
Vahle 0777778/00
Vahle 0259160/00-2
Vahle 258819
Vahle 0254892/00
Vahle 0254891/00
Vahle 0254890/00
Vahle BLS 200-2-01
Vahle WFLA2.5PH/PE0.5 68107
Vahle 168073
Vahle 234158
Vahle 0257130/00 SA-SKN4/40-1HS28-60
Vahle VLF220-2-951H4-26 902102+T&C 1.5M/4*1.5 900723
Vahle 0170855/00 AH-KA25/4-K4
Vahle 0170600/00 ES-UE25-K4-L-B
Vahle 0170598/00 ES-UEG25-K4-L-B
Vahle 0168073/01, SA-KDS2/40/04PH-88/15-0,5
Vahle KDS 2/40- 8-14 NO.0168098/00
Vahle 0600096/00 SA-KSW4/40-1HS28-60
Vahle 0168073/01 SA-KDS2/40/04PH-88/15-0,5
Vahle 0234784/00
Vahle 0234781/00
Vahle 0234585/00
Vahle 0262499/00
Vahle USE10S 165011
Vahle US10S 165009
Vahle UEV10 165006
Vahle UES10 165212
Vahle LT/LTE-U10 165114
Vahle KDS2/40 168073
Vahle BFU10A-8 165168
Vahle Insulator for 105537
Vahle 105747
Vahle BLS 200-2-01
Vahle 0257130/00 SA-SKN4/40-1HS28-60
Vahle 600088 SK-KSW-MSWA-PH/SU-28
Vahle USE10S 165011
Vahle US10S 165009
Vahle US10 165008
Vahle UEV10 165006
Vahle UES10 165212
Vahle LT/LTE-U10 165114
Vahle BFU10A-8 165168
Vahle 0143113 SA-KESR32-55F-6-14HS
Vahle 168074
Vahle 168073
Vahle KDS2/40 168073
Vahle BLS200-2-01 , Nr.0590000
Vahle 143213 VM-UEV10VP/C
Vahle 0167006/00 U10/25C-6000PH-B Isolierte Stromschiene
Vahle 0162196/00 U15/25C-6000PE-AA
Vahle 0162136/00 U15/25C-6000PH-BA
Vahle 0153681/00 SA-KDSTL120PH-2000
Vahle KST2/40 Nr.168138
Vahle 153512 SK-KMK60-20
Vahle DSWN7/80S-1HS28-60 NR:0194813/00
Vahle US-US20/50CH-K4 Nr.0120849/00
Vahle SA-KDST80PH-2000 Nr.0152960/00
Vahle 126615 AH-KH20/5-4
Vahle Varied Electrical Parts POWERCOM 485/VAHLE,SPEED:19.2KBIT/S,AC230V,PN:0910108/00
Vahle 168073
Vahle 168015
Vahle SK-KSW-MSWA-PH/SU-28 Artikelnr. 0600088/00
Vahle SK-KSW-MSWA-PE/S-28 Artikelnr. 0600090/00
Vahle SA-KSW 4/40-2HS28-60 Artikelnr. 0600096/00-2
Vahle DT-KD4/40-125HSC-1000 Artikelnr. 0600135/00
Vahle 0168073/01, SA-KDS2/40/04PH-88/15-0,5
Vahle KST2/40 Nr.168138
Vahle KST2/40 Nr.168137
Vahle 0781088/00 SA-KESR63S-5-14-HS-KBL-04-10-01-05
Vahle 0780756/00 VKS 10-5/140-6 HS01
Vahle SA-BLS200-2-01 NO:0590000
Vahle PAD-K 20 PH (241035165), 2820969/00
Vahle MK 55 F/14.28,NO:0780920/00
Vahle KESR 32-55F/14 PH,NO:0143112/00
Vahle KESR 32-55 F-7-14 HS,NO:0143114/00
Vahle 0175077/00
Vahle Vahle DSW 2/40 168151
Vahle SKN4/40-1 HS U.600V, I=40A;s-nr:0257130/00
Vahle 0590000/00 SA-BLS200-2-01
Vahle SA-KDS2/40/04PH-88/15-0,5 0168073/00
Vahle 168074
Vahle 168073
Vahle 0108489/00 GSV 8 S/MI PH-isoliert 6 KV
Vahle 0108489/00 GSV 8 S/MI PH-isoliert 6 KV
Vahle Nr:168073
Vahle 108869 SA-GSV 4 PH-isoliert 6 KV,mit Kohlenbreite
Vahle 0105558/00 SA-SLK-G-GSV4/8-140-ET-16
Vahle 168074 SA-KDS2/40/04PE-88/15-0,5
Vahle 168073 SA-KDS2/40/04PH-88/15-0,5
Vahle Varied Electrical Parts POWERCOM 485/VAHLE,SPEED:19.2KBIT/S,AC230V,PN:0910108/00
Vahle KDS 2/40-4-14 ,168082
Vahle TR17 -017KW+V NO.0915170-00
Vahle AL-5X1,5000-5000-03-03-00-GR +V NO.
Vahle U10/25C-167006
Vahle MKLF8/60-4000HSC Nr.0234934/00
Vahle 0254892/00
Vahle 0254890/00
Vahle 0143111/00
Vahle SA-BLS200-2-01 0590000
Vahle KDS2/40 168073
Vahle 0600014/00 KBHF4/63-4000HSC
Vahle 168074
Vahle W65 F/325-170 B225 NO:0349523/00-52
Vahle W55 F/325-170 B225 NO:0347552/00-67
Vahle 254892
Vahle 254891
Vahle 254890
Vahle 170840
Vahle 0259611/00-2
Vahle V0167066 U 10/25 C-6
Vahle V0167006 U 10/25 C-6
Vahle KST2/40 168225
Vahle KST2/40 168137
Vahle SA-KDS2/40/04PH-88/15-0,5 Artikel 68073
Vahle SA-KDS2/40/04PE-88/15-0,5 Artikel 68074
Vahle SA-KSW5/25-1HS 28-60 NO.600098
Vahle KSTL 40-PH
Vahle LSV7/60-4000HH 0195464/00
Vahle SA-BLS200-2-01 0590000
Vahle DSWN7/80S-1HS28-60 194813-5
Vahle 254891
Vahle 254890
Vahle 0168137 SA-KST2/40/28PH-80/10-0,0
Vahle VES4-L 150140
Vahle VEK3-5 281436
Vahle VAS4 150130
Vahle KST PH 152275
Vahle KESR32-55 PH 168304
Vahle KDS2/40-4-14 Nr.168082
Vahle KDS2/40-6-14 , 68084
Vahle KDS2/40-6-14 , 68084
Vahle KDS 2/40- 6-14,68084
Vahle DSWN 7/80 S-5B,Nr.0195512-5
Vahle KESR 32-55 F/14 PH
Vahle 0346507/00
Vahle WFH 2.5 168109
Vahle 168137 SA-KST2/40/28PH-80/10-0,0
Vahle 126615 AH-KH20/5-4
Vahle 120180 VM-UV20/50-B
Vahle 120140 FP-USK20-K4
Vahle USE10S 65011/01
Vahle US10S 65009
Vahle UEV10 65006
Vahle U10/25C-6000PH 67006
Vahle SA-KDS2/40/6/14HS0.5/4/6,NR.168084
Vahle LT/LTE-U10 65114/01
Vahle KDS2/40 68073
Vahle KA10-8N 42075
Vahle ED10 65277
Vahle DMW10 65119
Vahle BFU10A-8 65168
Vahle 236016
Vahle 236015
Vahle 234158
Vahle 230201
Vahle Nr:168073
Vahle 600090 SK-KSW-MSWA-PE/S-28
Vahle 600088 SK-KSW-MSWA-PH/SU-28
Vahle KDS 2/40 PH 168073
Vahle KDS2/40-6-14PEanPos4;NR:168084
Vahle KDS2/40-1-14PEanPos4;NR:168079
Vahle 143170R
Vahle 143113R
Vahle 196455-5
Vahle 0910080/00
Vahle SA-KSTL30PH-04C-2000;152089
Vahle 0153681/00 SA-KDSTL120PH-2000
Vahle NR 236015
Vahle NR 160846
Vahle NR 160140
Vahle 236015
Vahle 234158
Vahle 0910108/00
Vahle 0600413/00
Vahle SA-KSTL30PH-04C-2000;152089
Vahle KDS2/40-6-14 , 168084
Vahle BLS 20-2-01 590 207
Vahle BLK25-2-01 590042
Vahle ART NR.:168225 MK55
Vahle KBH 5/100-2 CUT TO 1400MM
Vahle 600164 KBHS 5/100-4
Vahle 0346510/00
Vahle 0346507/00
Vahle 105537/00
Vahle KST 2-40 (168137)
Vahle SA-KDS2/40/4/14HS0,5/4/4 NR:168082
Vahle MU-US10S
Vahle MU-US10 NR:165008
Vahle MU-BFU10H8/16,5/14-118/70 NR:165168
Vahle MU-BFU10H8/16,5/14-118/70
Vahle KDS 2/40-9-14 68087
Vahle DSWNT 4/80S-1 HS,94814
Vahle 168109
Vahle 168108-2
Vahle 168107-2
Vahle 108869/00
Vahle 105537/00
Vahle 168073
Vahle 254892
Vahle 254891
Vahle 254890
Vahle 167006
Vahle 165006
Vahle KNKS 4/60 HS Nr.258268
Vahle ESTN 4 L HS Nr.256163
Vahle 168151
Vahle 168065
Vahle BLS 20-2-01,NO: 590207
Vahle BLS 200-2-01,NO:590000
Vahle BLK 25-2-01,NO:590042
Vahle BLK 200-2-01,NO:590001
Vahle 236016
Vahle 236015
Vahle 234158
Vahle BLS 200-2-01
Vahle 600149 SA-KSWS5/40-1HS28-60
Vahle 600090 SK-KSW-MSWA-PE/S-28
Vahle 600089 SK-KSW-PH/O-28
Vahle 600088 SK-KSW-MSWA-PH/SU-28
Vahle SA-GP100-8-120-PC Nr.2808655/00
Vahle U25100C 71146
Vahle U25/100C 71046
Vahle 168151
Vahle WFLA2.5PH/PE0.5 68108
Vahle WFLA2.5PH/PE0.5 68107
Vahle 0258819/01
Vahle KDS 2/40- 6-14,68084
Vahle DS2/40 NR.168065
Vahle Contactor SK-BLS200S-02-10,5-120R
Vahle KDS2/40-4-14 Nr.168082
Vahle 196455-5
Vahle 236016
Vahle 236015
Vahle 234158
Vahle SA-KESR32-55-6-18HS-0-04-06
Vahle KESR32/55-F-6-14HS/168316
Vahle SA-SLK-MI-GSV4/8-140-ET-27 104190
Vahle 259586-2,SKN 4/50K-2HS
Vahle 258818,VM-VBS4
Vahle 257263,KNKL4/200 HS
Vahle 254044,KSL4/200-4000HSA CUT TO 3850MM
Vahle 254044,KSL4/200-4000HSA
Vahle 254043,KSL4/200-3000HSA CUT TO 2900MM
Vahle 254043,KSL4/200-3000HSA CUT TO 2850MM
Vahle 254043,KSL4/200-3000HSA
Vahle 254042,KSL4/200-2000HSA Curve radius:1000mmL=1571mm+ 100 SSR + 251500 HORIZONTAL CURVEFOR KSL 4-POLE
Vahle 254042,KSL4/200-2000HSA Curve radius:1000mmL=1571mm+ 100 SSL + 251500 HORIZONTAL CURVEFOR KSL 4-POLE
Vahle 254042,KSL4/200-2000HSA
Vahle 252814,AT-ATK4/200HSA-1000
Vahle 250249,DT-DVK4/200HSA-1000
Vahle KMK30-55 PH,54440
Vahle KMK30-55 PE,54453
Vahle 236016
Vahle 236015
Vahle 234158
Vahle KDS 2/40- 6-14,68084
Vahle KDS 2/40- 6-14,68084
Vahle DKSW 4/120-2 HS (2m-Kabel) Artikel Nr. 600414-2
Vahle Vahle DSW 2/40 168151
Vahle KDS 2/40-9-14 68087
Vahle DSWNT 4/80S-1 HS,94814
Vahle 168109
Vahle 168108-2
Vahle 168107-2
Vahle MSW 7/50-2 HS,235146-2
Vahle Contactor SK-BLS200S-02-10,5-120R
Vahle BLS 2 00-2-01
Vahle DSKN 5/100 K-2HS NO.259612/00-2
Vahle 250734 KSL 5/140-4 HS NO.250734
Vahle 168138
Vahle 168137
Vahle BLK25-2-01 590042
Vahle UAK 35 NR:175139
Vahle FLA 4 PH 6.3*0.8 (200M lang) SHED 4.0 QMM 450/750 black
Vahle KST 2-40 (168137)
Vahle DSWN 4/80 S-2 HS
Vahle US 10 65008
Vahle LT/LTE-U 10 65114
Vahle UV35/300-K4 SN 175013
Vahle KDS 2/40- 7-14,68085
Vahle BLS-200-2-01 碳刷
Vahle BLK-200-2-01
Vahle NR.016 8073 /00 SA-KDS2 /40/04PH-88/15-0,5 碳刷
Vahle NR.0154440/00 SK-KMK30-55-04-PH
Vahle KSWS 4/40-5 HS R
Vahle SKN 4/40-1 HS 碳刷
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