中科院研究员：AI开发任务繁重，单项目需3-5个月
12月初，关于AI深度学习的话题引起了业内的广泛讨论，美国AI专家Ali Rahimi和Judea Pearl都表示了对AI深度学习的担忧。如今，这场论战也蔓延到了国内。中科院研究员zui近向媒体表示，阻碍AI深度学习落地的主要有两个因素，一个是AI人才稀缺，一个是AI开发任务繁重。
年薪30万都抢不到AI人才
在早前的深圳高交会上，媒体表示，目前AI人才空缺十分严重，年薪30万都招不到相应专业的硕士研究生。根据行业目前的数据显示，AI硕士研究生年薪在30-50万，博士则60-80万。
中科院研究员表示，目前，AI人才市场处于买房市场，人才供不应求，外加上AI是近五年朝阳行业，对人才的需求十分庞大。
AI人才的稀缺，直接导致了国内AI行业很多项目无法正常推动，阻碍了行业的高速发展。
AI开发任务繁重
而更让整个行业面露难色的是，AI不仅人才不够用，而且开发任务十分繁重。
中科院研究员表示，AI目前主要采用的图形识别技术无法批量识别。例如识别一颗白菜需要十分钟，而识别一件衣服则需要另外启动一次算法，这样就导致了即使是基础开发，也需要耗费的时间，侵占的资源。
据业内统计，目前，AI单个项目的开发周期短则3到5个月，长的甚至以年为计量单位。
AI开发任重道远
中科院研究员同时表示，业内对AI的开发预期是希望AI在获取任务后自动完成所有识别及学习。例如我们给AI下达一个传感器检测的任务，AI会自动到互联网搜索传感器的信息，了解什么是传感器，并知道传感器的主要类型及作用，zui终完成传感器自动检测的预期目标。
但是很遗憾，目前AI技术还达不到上面的要求。
未来AI深度学习平台有望上线
解决AI开发面临的困境，单靠高校人才培养是远远不够的。未来，AI技术开发及深度学习平台有望上线。这样做的目的，是为了让中低端技术人员也可以通过操作简单的傻瓜式学习平台进行AI开发。
极速报价德国speck离心泵、真空泵
公司名称：（上海）有限公司
：
:zhuruilin@zoe-industry.com
柱塞泵、离心泵、真空泵、热输送泵、侧槽泵
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品牌 型号
specken drumag 3V4-EF-V
SPECKPUMPEN Y-2951.0328
speck Stützring NP 25/41 + 50 Art-Nr.: 07.2695
speck Stützring f. P 30,P31 u. NP25 Art-Nr.: 06.0114
speck Stahldichtring NP 25RE/S, P 30S/RE Art. 06.0462
speck O-Ring zur A31,NP25 P55 Art-Nr.: 06.0113
speck O-Ring NP 25 Art. 06.1005
speck ?labstreifer NP 25/21/30/38/41 und 50 Art. 07.3723
speck Nutring NP 25/41, NP 25/50 u. RE Art-Nr.: 06.1309
speck Nutring LRF NP 25/41/50 und RE Art-Nr.: 06.1310
speck Getriebedichtung zur NP 25 Art-Nr.: 06.1036
speck VGX 20/20
speck 292.0912.490
speck QY-2052.0014
speck NP 10/10-140
speck SEV-1 075560006
specken drumag RM100/0-6/1/B0/C/1/N 0-6bar, 0-10V
speck DSB-360-MK-400V
speck DSB-360-MK-230V
specken drumag PL3-05020
speck TOE-CY-6091.0640
specken drumag R00-C2-000 NO.086010084
speck Y-2951.0266
specken drumag ZLS-A 50/350-D-N-WMS-PL3-RS，200-2099807，Art-Nr：060640420
speck 1047.0176
speck 1047.0175
speck PY-2071.0770
specken drumag 3V4-EF-V，NO:075440001
specken drumag 3V4-EF-V
speck ASK5001M21-31011 Art-Nr.:1310.0184
speck ASK3201M02-60001 Art.Nr.:1310.0182
speck ASK2001M01-60000 Art.Nr.:1310.0182
speck Art.1841.0117
speck Art.1310.0088
speck Art.1310.0083
speck Art.1230.0771
speck Art.1230.0229
speck 1310.0086
speck 1310.0073
specken drumag 3V4-EF-V
speck TOE/CY6091.0380
speck pumpen EY-2251-MK.0010
specken drumag PL3-05020
speck Reparatursatz Dichtungen zur P52/22-600 14.0590
speck P11/13-100 12.7l/min 150bar
speck DSB-360-MK-400V
speck DSB-360-MK-230V
speck SEV-1 075560006
speck BADU 21-50/43 G, 230 V
specken drumag 3V4-EF-V
speck Type:P11/15-150
specken ZLS-A 50/350-D-N-WMS-PL3-RS
speck Art. 14.0400
speck 2458
specken drumag 3V4-EF-V
Specken-drumag 79030022
speck DS 360.0018
speck Y-2051.0058
speck NPY-2051.1122
speck CY-4281.0652
specken drumag 3V4-EF-V 24V DC
speck PY-2071.0770
specken drumag RP200/0-30/1/C/1/N
specken drumag RM100/0-10/1/B0/C/1/N
specken drumag 3V4-EF-V NO:075440001
specken drumag 3V4-EF-V 24V DC
speck Y-2951.0266
speck LY-8000.0006
speck pumpen DS 450.0021
speck DS 240.0037
speck Y-4081.0032
specken drumag RP200/0-30/1/C/1/N
speck Y-2951.0293
speck Y-2951.0293
speck Y-2051.0018
specken drumag 3V4-EF-V NO:075440001
speck Valve repair kit NP 10/4-140 RE Art. 14.0517
speck Rep.-Satz Dichtungen NP 10-140RE Art. 14.0701
speck NP 10 /16/14 u. 15 Art.-Nr.11.0589
speck pump UL181/400R
speck Art. 14.0400
speck NP10/7-140RE Q7.2L/min 1450rpm 2.0kW Pmax.140bar Tmax.70℃
speck DS 240-MK.0022
speck VGX 12/12
speck 292.0912.490
speck Y-4081.0032
speck NPY-2251-MK.0020
speck IVD-360-MK-400V
speck IVD-360-MK-230V
speck MZ-35-2.0042
specken drumag K200-125/100-4099784 No.060110232
speck VI2-GRD.0002
speck MY2-6000.0019
speck TOE/CY-6091.0652A
speck Seal Repair Kit NP 10/-140RE
speck 7.2705
speck pump UL181/400R
speck npy-2051.0538
specken drumag RM100/0-6/1/B0/C/1/N
specken drumag RM100/0-10/1/B0/C/1/N
speck Rep.-Satz Dichtungen NP 10-140RE Art. 14.0701
speck Art-Nr.: 06.0057
speck Art. 06.0964
speck Art. 06.0305
speck TOE/CY-6091.0640（Replace TOE/CY-6091.0380）
speck pump UL181/400R
specken drumag 3V4-EF-.V
speck pumpen EY-2251-MK.0023
speck 292.0912.490
speck V6-GRD.0024（V6-GRD.0055）
speck Y-2951.0289
speck Valve repair kit NP 10/4-140 RE Art. 14.0517
speck NP 10 /16/14 u. 15 Art.-Nr.11.0589
speck Art-Nr.: 07.3065
speck Art.-Nr. 21.0363
specken drumag RM100/0-10/1/B0/C/1/N
speck Y-2051.0058
speck impeller for CY-5091.0069
speck LNY-2841.0099
specken drumag 3V4-EF-V 24V DC
speck Art. 14.0400
speck TOE-CY-6091 IE2
speck TOE/CY-6091.0098
speck VGX 20/20
speck 292.0912.490
speck 2 VGX 12/15
speck Y-2051.0047
speck QY-2052.0014
speck MZ-35-2.0003
speck DS 960.0014 without motor
specken drumag 3V4-EF-V
speck TK-401/150.0003
speck VGX 20/20
speck 292.0912.490
speck 2 VGX 12/15
speck QY-2052.0014
speck P31/25-220
speck TOE/NPY-2251.0007
specken drumag 3V4-EF-4
speck LNY-2841.0208
SPECKPUMPEN Y-2051.0218
speck VGX 20/20
speck 292.0912.490
speck 2 VGX 12/15
specken drumag 063220040, 4AM-NRV-54A-P81.14-F
specken drumag 3V4-EF-V
speck NPY-2051.0956
speck LNY-2841.0099
speck Y-2951.0048
speck NPY-2051.0872
speck VGX 20/20
speck 292.0912.490
speck 2 VGX 12/15
speck pumpen PY-2071.0153
specken drumag 3V4-EF-V
specken drumag 3V4-EF-V
speck V 95-55.0048
speck O-Ring zur V-95 V95-55.001
specken drumag 3V4-EF-V
Specken-drumag 79030022
speck DSB-360-MK-400V
speck DSB-360-MK-230V
speck BC 40/26 A-Viton 400V 1,50KW Nr: 2040264037
speck Art-Nr.: 01.0599
specken ZLS-A 50/350-D-N-WMS-PL3-RS
specken drumag 3V4-EF-V
specken drumag 258SD
specken drumag 102-PG9
speck V 95-55.0048
speck 1310.0183 (847.1) ASK3205M13-60001
speck 1310.0182 (847.1) ASK3201M02-6000
speck 1310.0088 (310.2)
speck 1310.0083(310.1)
speck 1310.0073 (310.3)
speck NP 16/15-210
speck Art-Nr.: 14.0454
Specken-drumag 3V4-EF-4 03/06
speck Y-2051.0018
speck LNY-2841.0198
speck Art. 14.0400
speck SAP-2.0001
speck MLY-E6-60/550P
speck 7.0862
speck 6.1174
speck 6.1036
speck 0.2458
speck DSB-360-MK-400V
speck DSB-360-MK-400V
speck DSB-360-MK-230V
speck Y-2051.0058
speck T-401/110.0069
speck NPY-2051.0956
speck LNY-2841.0085
speck pumpen EY-2251-MK.0010
specken drumag 079070016 258SD
specken drumag 079030022 102-PG9
speck 11905
speck PY-2273.0055
speck LNY-2841.0099
Specken-drumag DSO-P 63/370-BN-P-H-E-ATEX G
SPECK-PUMPEN PILYSTAR 50
极速报价德国speck离心泵
