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。
供应Kuebler 编码器、控制传感器、控制器
公司名称：（上海）有限公司
：
:zhuruilin@zoe-industry.com
品牌简介：
德国Kuebler 公司（Fritz Kuebler GmbH）是的工业控制和测量产品的生产商. 相关产品远销世界50 个国家，并在市场上居于。Kuebler 公司生产的增量型、值型编码器和磁性尺测量技术，具有出众的技术，灵活的安装机械性能。
Kuebler 产品广泛应用于冶金、风力发电、电机、机械制造石化等领域。
产品线：
位置与运动控制传感器
计数器技术
线形测量系统
接插件连接技术与信号传输技术
过程显示器和控制器
倾角仪时间和能量测量组合仪表
增量型编码器
频率计和转速计
【8.F3673.2421.G312编码器】德国Kuebler 为您报价 *系列
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KUEBLER 8.5020/D/354/1024/WO16/EX 10-30VDC
KUEBLER 8.5863.0000.G200
KUEBLER 8.5020.0310.1024.S090
KUEBLER D8.4D1.T000.Z001
KUEBLER 8.5000.0000.0360.BJ02
KUEBLER 8.0000.7000.0018
KUEBLER T8.F5868.842F.2123
KUEBLER 8.5800.2242.1024 5VDC
KUEBLER 8.5868.2131.3112
KUEBLER 8.5820.1800.1000.5007
KUEBLER 8.A02H.5192.1024.EX
KUEBLER 3.223.401.075
KUEBLER 8.5863.1224.G221.9083
KUEBLER 8.5800.2262.5000
KUEBLER 8.5820.7820.1200.4103
KUEBLER Encoder type 8.5820.6820.0050.5067
KUEBLER 8.5000.8312.1352.1000
KUEBLER 8.5000.B518.0100
KUEBLER 8.5020.4814.0100
KUEBLER 283337-3 A1416707945
KUEBLER 8.0000.4C01.0010
KUEBLER 8.5868.1232.3147
KUEBLER 8.0010.40U0.000
KUEBLER 8.A02H.1C31.1024
KUEBLER Type : WIOM350, L100-0-01-0C Analog Output : 4 ~ 20mA
KUEBLER 8.5820 0H30 2046 MN 19551018
KUEBLER 8.9080.4231.30001
KUEBLER 8.5863.0122.G321.S010
KUEBLER 8.9080.4231.3001
KUEBLER 05.B8241-0
KUEBLER 05.B-8251-0/9
KUEBLER 05.BS-8251-0/9
KUEBLER 8.5820.2332.1024
KUEBLER K67.20.4.291 SN:1531515822 5VDC/0 15.2mA
KUEBLER 8.5020.EB51.1024.S083 NO.91327300148A
KUEBLER 8.5020.7857.1024
KUEBLER 8.5870.182F.G122.0050
KUEBLER Type:8.5020.D001.1024 10-30VDC 100mA
KUEBLER Type:8.A02H.80A1.1024 10-30VDC 150mA
KUEBLER BMG;DN25/50;Stainless Steel;1000mm;40 Bar;85℃;860Kg/m2;ZV3300;MRA;BGU-A-BU;BLAU-EX
KUEBLER D8.1106.0275.2000
KUEBLER SR085-30-02-02-21301-V100
KUEBLER 8.5020.0050.1024.S134
KUEBLER 8.5020.0050.2048.S124
KUEBLER 8.5824.0822.5000.5089 10~30VDC 110mA
KUEBLER 8.5853.500B.G223.0050.A03E DC24V with cable 2m
KUEBLER 8.H120.3251.1024
KUEBLER 8.5020.0320.1024.s090 SN.1033400003
KUEBLER BGU
KUEBLER 8.5883.1522.G221
KUEBLER R1/8MSL90SB231
KUEBLER 8.A020.222E.5000 10-30 VDC 125mA S-Nr:1233501804
KUEBLER 8.H120.3251.1024
KUEBLER 8.5020.8321.1024
KUEBLER 11-58SH-2852-1024
KUEBLER Nr:091221899 ARV-2-VUUU-L350/12-V52A，230V-40VA-1A L=350mm，L1/L4=100mm，L2/L5=200mm，L3/L6=300mm
KUEBLER 8.5821.154E.0512
KUEBLER 8.5820.0H30.1024.5093.0015；19551001
KUEBLER 8.5800.2265.2000
KUEBLER 8.5020.0010.1024.S138 5-30VDC 90mA SN 1211009925
KUEBLER P1145225.70010.4211
KUEBLER 8.5821.OTZ1.W058.1024 with installation attachment
KUEBLER 8.5020.0001.1024.0882 10-30VDC 100mA
KUEBLER 8.5823.1831.1024
KUEBLER 8.5823.1832.1024/10-30VDC 150MA
KUEBLER 8.5823.3823.1024
KUEBLER 8.5852.1233.G121
KUEBLER 8.5868.1231.3112
KUEBLER 8.9080.1831.3001
KUEBLER 8.9080.4131.3001
KUEBLER 8.9080.4231.3001
KUEBLER Connectors for 8.5852.1233.G121
KUEBLER FKM204
KUEBLER D8.3E1.0050.B111.JOO1
KUEBLER 8.5020.Y5D8.1024
KUEBLER FM-1426-9;700.1202
KUEBLER TYPE:B18.10.4 1.267.100.034
KUEBLER 8.H12H.8317
KUEBLER 8.9080.4131.3001
KUEBLER D8.1503.F32B.G321.0100 SSI 3m cable 10-30VDC
KUEBLER 8.3620.0560.2500.0031
KUEBLER T8.H120.535K.1024
KUEBLER SN:1234700236 TYPE:8.5824.0822.5000.5088
KUEBLER 8.5020.8344.4096
KUEBLER KTE22 112M4 EIR IE2 4KW B5
KUEBLER 8.9080.4131.3001
KUEBLER EVUUUU-L860-SV-1
KUEBLER ABPR1.5_VU_L945_SVK44A，L1=900mm
KUEBLER MS15/STD/LC/AL/NN/HT
KUEBLER T8.3620.542E.2048 5-18VDC,50mA
KUEBLER K04.20/AUSF.A/24VDC
KUEBLER 8.5020.2322.5000
KUEBLER 8.5020.4551.2048.9083
KUEBLER 8.9080.3132.300
KUEBLER 1.340.221.066
KUEBLER 8.5020*851.1024.H000
KUEBLER 8.5000.5622.1024
KUEBLER MG-AU-VK10-TS-L950/M800
KUEBLER 8.5000.7851.1024
KUEBLER 8.0010.4016.0001
KUEBLER 8.H120.4B5K.4096
KUEBLER 8.F3683.0020.G222.S006.K004
KUEBLER 8.5822.3821.4096
KUEBLER Encoder 8.5823.3832.1024
KUEBLER Plug cable Kubler 175301-803C
KUEBLER the cable of 8.5020.C004.4096.A034 25 M
KUEBLER KIS50.8352.1024
KUEBLER 8.5820.0H40.1024.5093.0014
KUEBLER Typ：8.5020.0A00.2048.S182.0006 S-505004820
KUEBLER 8.3610.0060.1000.0018
KUEBLER BNA-25_16_B-MG
KUEBLER UTN-125_16_B-MG
KUEBLER 8.5852.0000.G121.Y02510-30VDC
KUEBLER 8.5852.0000.G121.Y02610-30VDC
KUEBLER 8.5860.1212.1001
KUEBLER 8. 5008.0050.1024.9083
KUEBLER P.400.101.0312.LTEM
KUEBLER 8.5860.1231.3001
KUEBLER 8.9080.4231.3001
KUEBLER 8.5008.0050.1024.9083
KUEBLER 8.8510.0200.0028.5006.EX
KUEBLER 8.5858.3222.2112
KUEBLER 8.5820.1H1T.2048.0005
KUEBLER 8.5800.2152.1024
KUEBLER 8.5020.8351.1024
KUEBLER 8.5883.142E.G323
KUEBLER 8.5883.2424.G323
KUEBLER 8.5020.0851.2500.W020
KUEBLER 8.5868.3231.3113.W020
KUEBLER T8.5868.1231.3113.001
KUEBLER 05.BMWS 8151-5.5
KUEBLER 05.D8141-0
KUEBLER 8.0000.1101.0606
KUEBLER 8.0110.3300.0000
KUEBLER 8.5868.0532.3113
KUEBLER H37.2.80,10-30VDC,SW
KUEBLER 8.5820.3861.1024
KUEBLER 8.9080.4201.3001
KUEBLER 8.5863.2224.G323
KUEBLER 8.0000.15FS.1212
KUEBLER 8.7168.113B.3111.0050
KUEBLER 8.5883.5384.G322 24VDC 50mA
KUEBLER D8.4D1.100.6322.G222
KUEBLER 8.5860.1212.1001
KUEBLER 8.5020.X851.1024.H000
KUEBLER 8.0000.1501.1610
KUEBLER MRA/S6/AT32/AEO/0/DFO/S60/XX
KUEBLER 8.3612.3362.2000
KUEBLER 8.50000.B311.2048
KUEBLER 8.F5863.1222.G321
KUEBLER 8.0000.6901.0010
KUEBLER 8.5020.8844.3600
KUEBLER 8.5000.8357.4096
KUEBLER 8.5863.1200.G321.S057.K024 SN：1522305953
KUEBLER 8.5020.D310.2048.S130
KUEBLER 8.5823.1831.1024
KUEBLER 1416105526
KUEBLER 8.7231.8852.1024
KUEBLER 8.0000.5012.0000
KUEBLER 8.0000.5015.0000
KUEBLER 8.A02H.1240.2048.S018
KUEBLER 8.5020.0050.1024.S146.0010
KUEBLER 8.5020.3811.2500
KUEBLER 8.A02H.1C31.5000 10-30VDC 150MA
KUEBLER 8.5800.8352.1800
KUEBLER 0.570.012.E90
KUEBLER 8.5853.3222.G322
KUEBLER 8.5863.3222.G322
KUEBLER 8.5824.0822.5000.5089
KUEBLER 8.5860.1231.3001
KUEBLER 8.9090.4231.3001
KUEBLER 8.520.C541.1024
KUEBLER 6.540.012.300 10-30VDC
KUEBLER 8.5020.4001.1024.T008
KUEBLER 8.5863.1222.G321
KUEBLER 8.5860.1231.3001
KUEBLER 8.9080.4231.3001
KUEBLER 8.5878.A432.3113.C002Mit Stecker
KUEBLER 8.5878.A432.3113.C002 with connector
KUEBLER 8.5020.0310.2048
KUEBLER 8.A02H.4332.1024
KUEBLER 8.5883.0408.G323.DG2093
KUEBLER 8.5850.2282.G132
KUEBLER 8.7068.0031.3111.T001
KUEBLER 8.8000.8352.1024
KUEBLER 8.5020.0TZ1.W058.1024
KUEBLER 8.5021.0TZ1.W058.1024
KUEBLER 8.5863.3222.GA23
KUEBLER 0.570.012.E90* （sst 570 ）
KUEBLER sst cable of 8.0000.6902.0015.0034
KUEBLER 8.5850.1241.G102
KUEBLER 8.5863.3222.G102
KUEBLER T8.5860.1232.3001
KUEBLER 8.0000.1101.1010
KUEBLER 8.5850.1221.G122
KUEBLER N8.3620.05D0.0005.0011/ 8~30VDC,50mA
KUEBLER 8.5853.2222.B423
KUEBLER 8.5000.D44Y.2500.9083
KUEBLER 8.5824.0822.5000.5089
KUEBLER 8.A02H.0030.1024.T013.C002
KUEBLER 8.5850.1221.1221
KUEBLER 8.A02H.5121.051210-30VDC 125mA
KUEBLER 05.2400 123B 0050 0050
KUEBLER The guide rails FOR 8.0000.70000.0045
KUEBLER 8.5873FS3.B54E.B721
KUEBLER 8.5863.0000.G200
KUEBLER 8.5821.1c31.5000
KUEBLER 8.0000.7.0000.0045
KUEBLER AL-ADF
KUEBLER 8.5860.1212.1001
KUEBLER 8.5800.1162.1024
KUEBLER IT400-DC-TRL-X
KUEBLER type: T8.3720.2030.1000, ldent-No: 180331, S-319207018
KUEBLER 8.5002.6624.1024
KUEBLER 8.A020.3B52.1024, 5-30VDC
KUEBLER 8.A020.3B52.1024 5-30VDC
KUEBLER 8.A02H.0531.5000.T001 10-30VDC
KUEBLER D8.401.1000.6322.G222
KUEBLER 8.5820.1030.2046.5130
KUEBLER 6.130.012.852
KUEBLER 8.5824.3811.2048 5VDC 110MA S-NR 05130005E7
KUEBLER 8.5863SIL.1244.G323
KUEBLER D8.4D1.1000.6322.G222
KUEBLER TYPE:8.3720.5631.0360
KUEBLER 8.5020.0851.2500.W020
KUEBLER TYPE:bgu
KUEBLER 8.A02H.3132.1024
KUEBLER ord.NO:8.5860.1231.3001
KUEBLER 8.0000.6901.0005.0031
KUEBLER BK14.21VS DC220V
KUEBLER Couplings for 8.5870.3842.G132
KUEBLER 8.5000.0000.1024.S026.0070
KUEBLER 8.LI20.0100.2050.S011.0040
KUEBLER Connecting rod for 8.0010.40T0.0000
KUEBLER 8.5800-D2000.5068
KUEBLER WDS-2000-P96-SR-I
KUEBLER 8.5883.5522.G321
KUEBLER 8.5883SIL.B542.G321
KUEBLER D8.4D1.0800.6324.G321
KUEBLER D8.4D1.2000.0000.000
KUEBLER 8.7330.1A46.0050
KUEBLER D8.4B1.2000.6832.3113
KUEBLER 8.0010.40M0.0000
KUEBLER 8.5020.391E.4096（Shaft diameter 8mm）
KUEBLER 8.5000.8302.1024.0018
KUEBLER 8.0000.1m05.1010
KUEBLER 8.5868.1231.3112
KUEBLER 8.5826.2511.1024
KUEBLER 8.A02H.0030.1024.T013.C002 with kable
KUEBLER 8.5852.1231.G131
KUEBLER 8.9000.1162.2000
KUEBLER 8.5000.7358.2048-c
KUEBLER 8.5020.4AB1.1024.J010
KUEBLER 8.5020.1851.1024
KUEBLER 8.5873.2622.G323
KUEBLER 8.5883.5582.G323
KUEBLER 8.5020.0050.1024.S135.T038
KUEBLER 8.5868.0001.3112.A07B
KUEBLER 8.5863.3020.G223.S024.K020
KUEBLER P400.101.0312.LTEM
KUEBLER 8.3651.2634.3312
KUEBLER 8.H100.1132.2500.2500
KUEBLER D8.4B1.0200.6831.3113
KUEBLER 8.5820.3862.1000
KUEBLER RV2-VK5-L450/14/TF-VE80R
KUEBLER 8.5000.AC51.1000.S085
KUEBLER 8.5000.AC52.2500.S085
KUEBLER 9401/8×8
KUEBLER M/N:6.908.0100.3A0
KUEBLER 8.5020.D550.2048.S190
KUEBLER 8.5858.322A.2112.S002、DC10-30V、90mA
KUEBLER 8.5822.1233.G121
KUEBLER BNA-1"/2500/B-MG-M3500-V76x10
KUEBLER 8.A02H.1240.2048.S018
KUEBLER 8.5883.5420.G323.S017
KUEBLER 8.5020.185E.1024
KUEBLER D8.4D1.2000.0000.000
KUEBLER 8.5824.0822.5000.5089
KUEBLER 05.00.6041.8211.010M
KUEBLER 8.F3653.3328.G712
KUEBLER 8.F3663.3325.G722
KUEBLER D8.6A1.0050.F325.G222
KUEBLER D8.6A1.0125.F325.G222
KUEBLER D8.5D1.P500.00X1.X002
KUEBLER E205652Reg-Nr11
KUEBLER 8.5868.12B2.B112
KUEBLER TYPE:ARV-Vu F-NO.:050620679
KUEBLER D8.5D1.P500.00X1.X002
KUEBLER 8.5834 SIL.0010.2048.S001
KUEBLER T8.5883.2926.B322
KUEBLER 8.5826.2511.1024
KUEBLER 8-4620-300404
KUEBLER 8.40000.1101.1010
KUEBLER 8.A02A.0031.1024.T029
KUEBLER 8.5883.2926.B322
KUEBLER 8.5823.5051.1024.C03
KUEBLER 7.924.0100.300.9378
KUEBLER 8.0000.6901.0002.0031
KUEBLER 8.0010.40T0.0000
KUEBLER 8.9081.4722.2004
KUEBLER 8.5820.1641.1024
KUEBLER 8.H120.0000.1024.J016
KUEBLER D8.1070.105B.1000
KUEBLER 8.5823.3842.1024+8.0000.6901.0001
KUEBLER 8.5020.0851.1024.0022
KUEBLER 8.A02H.0030.1024.T013.C002
KUEBLER 8.3610.0060.1000.001
KUEBLER D8.5D1.P500.00X1.X002,
KUEBLER 8.5824.C048.2048.5089
KUEBLER 8.5853.0220.G311.0002
KUEBLER 8.5820.0H30.2048.5093.0015，10-30VDC 2048ppr
KUEBLER 05.KPB.340.000
KUEBLER 8.5863.1200.G323.S013.K012
KUEBLER 8.5883.142E.G323
KUEBLER 8.5883.2424.G323
KUEBLER 8.0000.5062.0000，10shot
KUEBLER 8.5800.M27Y.1024，10-30VDC 125mA
KUEBLER 8.5805.1266.18000，10-30VDC 160mA
KUEBLER 8.5823.3832.1024
KUEBLER 8.9080.4C31.3001
KUEBLER 1.130.000.032
KUEBLER 8.5863.1222.G322
KUEBLER FH.1261351/01,05.2400.0030.0200.5064,serien-NR:1313603987
KUEBLER 8.5862.2132.3001
KUEBLER 102.101.383
KUEBLER 132.101.013
KUEBLER 8.5820.0830.1024.5083 10-30VDC-100M AHTL
KUEBLER 8.5000.8348.2000
KUEBLER 8.5000.8348.4096
KUEBLER 8.5020.8344.5000
KUEBLER 8.5825.3512.6000
KUEBLER 8.5825.3512.7200
KUEBLER D8.4C1.0600.6322.G321
KUEBLER 8.5000.0010.1024.S059
KUEBLER EME3/8IN-MU-L100-SV52-3PVC
KUEBLER 8.5020.D310.2048.S130
KUEBLER SR060-20-2-3-V01
KUEBLER 8.5803.126B.0025.0080
KUEBLER 8.5000.D350.1024.C017
KUEBLER 8.5020.x851.1024. H000
KUEBLER 8.A02H.5202.2048.5024
KUEBLER 8.9000.1172.1024
KUEBLER 8.5860.1212.1002
供应Kuebler 编码器
