中科院研究員：AI開(kāi)發(fā)任務(wù)繁重，單項(xiàng)目需3-5個(gè)月
12月初，關(guān)于AI深度學(xué)習(xí)的話題引起了業(yè)內(nèi)的廣泛討論，美國(guó)知名AI專家Ali Rahimi和Judea Pearl都表示了對(duì)AI深度學(xué)習(xí)的擔(dān)憂。如今，這場(chǎng)論戰(zhàn)也蔓延到了國(guó)內(nèi)。中科院研究員最近向媒體表示，阻礙AI深度學(xué)習(xí)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(yán)重，年薪30萬(wàn)都招不到相應(yīng)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(wàn)，博士則60-80萬(wàn)。
中科院研究員表示，目前，AI人才市場(chǎng)處于買房市場(chǎng)，人才供不應(yīng)求，外加上AI是近五年朝陽(yáng)行業(yè)，對(duì)人才的需求十分龐大。
AI人才的稀缺，直接導(dǎo)致了國(guó)內(nèi)AI行業(yè)很多項(xiàng)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(shí)別技術(shù)無(wú)法批量識(shí)別。例如識(shí)別一顆白菜需要十分鐘，而識(shí)別一件衣服則需要另外啟動(dòng)一次算法，這樣就導(dǎo)致了即使是基礎(chǔ)開(kāi)發(fā)，也需要耗費(fèi)大量的時(shí)間，侵占大量的資源。
據(jù)業(yè)內(nèi)統(tǒng)計(jì)，目前，AI單個(gè)項(xiàng)目的開(kāi)發(fā)周期短則3到5個(gè)月，長(zhǎng)的甚至以年為計(jì)量單位。
AI開(kāi)發(fā)任重道遠(yuǎn)
中科院研究員同時(shí)表示，業(yè)內(nèi)對(duì)AI的開(kāi)發(fā)預(yù)期是希望AI在獲取任務(wù)后自動(dòng)完成所有識(shí)別及學(xué)習(xí)。例如我們給AI下達(dá)一個(gè)傳感器檢測(cè)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型及作用，最終完成傳感器自動(dòng)檢測(cè)的預(yù)期目標(biāo)。
但是很遺憾，目前AI技術(shù)還達(dá)不到上面的要求。
未來(lái)AI深度學(xué)習(xí)平臺(tái)有望上線
解決AI開(kāi)發(fā)面臨的困境，單靠高校人才培養(yǎng)是遠(yuǎn)遠(yuǎn)不夠的。未來(lái)，AI技術(shù)開(kāi)發(fā)及深度學(xué)習(xí)平臺(tái)有望上線。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(xí)平臺(tái)進(jìn)行AI開(kāi)發(fā)。
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Vahle Vahle DSW 2/40 168151
Vahle SA-KESR32-55 F-4-18 HS 01 04 Art.-Nr. 0157286/00-A
Vahle KDS2/40 168073
Vahle Artikelnr. 0157286/00 SA-KESR32-55F-4-18HS-0-04-04 PE an Nr. 4
Vahle KDS2/40 NO.168073
Vahle 600096; KSW 4/40-1 HS
Vahle 600184/00 KBHS 5/160-4 HS
Vahle 0257130/00 SA-SKN4/40-1HS28-60
Vahle 168138
Vahle 168137
Vahle AL-AEA10PE-63-8.2-6000-D 0143073/00-6
Vahle 105747
Vahle SA-KDST80PH-2000 Nr.0152960/00
Vahle 0257130/00 SA-SKN4/40-1HS28-60
Vahle 168151
Vahle 0168073/00
Vahle SA-KSW 4/40-2HS28-60 Artikelnr. 0600096/00-2
Vahle 0600483/00
Vahle 0600338/00 SA-KF-KSW-MSWA-SP
Vahle 0600262/00 UE-Kü4/160-L-HSC-350
Vahle 0600256/00 UE-Kü4/160-R-HSC-350
Vahle 0600201/00 ES-KEF4/100HSC-1000
Vahle 0600136/00 DT-KD4/160HSC-1000
Vahle 0600090/00 SK-KSW-MSWA-PE/S-28
Vahle 0600088/00 SK-KSW-MSWA-PH/SU-28
Vahle 0600084/00 KBHS4/160-4000HSC
Vahle 0600075/00 ES-KELS4/160HSC-1000-2
Vahle 0600024/00 KBHF4/100-4000HSC
Vahle 0600008/00 EK-KE
Vahle 0600007/00 AH-KFA
Vahle 0600005/00 VM-KVM
Vahle 0600000/00 AH-KGA
Vahle 0262018/00 VM-SCHV13/40-200A-KBHS/MKHS/MKLS
Vahle 0234198/00 SS-FLCU40A/11-11X1-E
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，NO:168073
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 NO.168107
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.0915292-0500
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 No.168073
Vahle SA-KDS2/40/04PE-88/15-0,5 Artikel No.168074
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 , NO:168084
Vahle KDS2/40-6-14 , NO:168084
Vahle KDS 2/40- 6-14,NO:168084
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 NO.165011/01
Vahle US10S NO.165009
Vahle UEV10 NO.165006
Vahle U10/25C-6000PH NO.167006
Vahle SA-KDS2/40/6/14HS0.5/4/6,NR.168084
Vahle LT/LTE-U10 NO.165114/01
Vahle KDS2/40 NO.168073
Vahle KA10-8N NO.142075
Vahle ED10 NO.165277
Vahle DMW10 NO.165119
Vahle BFU10A-8 NO.165168
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 NO:168087
Vahle DSWNT 4/80S-1 HS,NO:194814
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 No.171146
Vahle U25/100C NO.171046
Vahle 168151
Vahle WFLA2.5PH/PE0.5 NO.168108
Vahle WFLA2.5PH/PE0.5 NO.168107
Vahle 0258819/01
Vahle KDS 2/40- 6-14,NO:168084
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,NO:154440
Vahle KMK30-55 PE,NO:154453
Vahle 236016
Vahle 236015
Vahle 234158
Vahle KDS 2/40- 6-14,NO:168084
Vahle KDS 2/40- 6-14,NO:168084
Vahle DKSW 4/120-2 HS (2m-Kabel) Artikel Nr. 600414-2
Vahle Vahle DSW 2/40 168151
Vahle KDS 2/40-9-14 NO:168087
Vahle DSWNT 4/80S-1 HS,NO:194814
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 NO.165008
Vahle LT/LTE-U 10 NO.165114
Vahle UV35/300-K4 SN 175013
Vahle KDS 2/40- 7-14,NO:168085
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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