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,美国知名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Z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,也需要耗费大量的时间,侵占大量的资源。
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,Z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。
舟欧工业朱瑞霖供应PILZ安全继电器
公司名称:舟欧工业科技(上海)有限公司
业务员:朱瑞霖
:zhuruilin@zoe-industry.com
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PILZ PNOZ X3.10P 24VACDC 3n/o 1n/c 1so NR. 777314
PILZ 787580
PILZ 522131 PSEN 2.1p-31
PILZ 540080 PSEN cs1.1
PILZ 540050 PSEN cs1.1p
PILZ 514120 PSEN 1.1-20
PILZ 512110 PSEN 2.1-10
PILZ 504222 PSEN 1.1p-22
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PILZ 774310
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PILZ 751102
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PILZ 774059
PILZ 774730
PILZ PNOZ s3 24VDC 2 n/o,No.750103
PILZ P2HZ X1.10P 24VDC 3n/o 1n/c 2so 777341
PILZ 774500
PILZ Nr:777750
PILZ Nr:777585
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PILZ Nr:777301
PILZ 541010
PILZ Nr.540050;PSEN cs1.1p 1 switch
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PILZ 774300
PILZ Nr:777301
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PILZ 774730
PILZ PSEN me1M/1AS ID:570004
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PILZ PNOZ s5 C 24VDC 2 n/o 2 n/o t NO.751105
PILZ 750104 PNOZ s4 24VDC 3 n/o 1 n/c
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so NO: 774310
PILZ S1WP 9A 24VDC 890030
PILZ PNOZ X10.11P 24VDC 6n/o 4n/c 6LED,777750
PILZ PNOZ X3.10P 24VACDC 3n/o 1n/c 1so,777314
PILZ PSEN op cable axial M12 NR.630305
PILZ PNOZ XV3P,777510
PILZ PSSu E F PS ,Nr:312190
PILZ PSSu E F 2DOR 8,Nr:312225
PILZ PSS SB2 3006-3 ETH-2 DP-S,Nr:301710
PILZ PSSu H SB,Nr:312010
PILZ PSSu E F 4DI,Nr:312200
PILZ PSSu E F DI OZ 2,Nr:312220
PILZ PSSu E F 4DO 0.5,Nr:312210
PILZ PSSu E F PS1,Nr:312191
PILZ PSENme 1S /1AS 570000 BD2
PILZ PNOZ s6 C 24VDC 3 n/o 1 n/c 751106
PILZ PNOZ s7.2 C 24VDC 4 n/o 1 n/c expand 751177
PILZ PNOZ s4 C 24VDC 3 n/o 1 n/c 751104
PILZ PNOZ s9 C 24VDC 3 n/o t 1 n/c t 751109
PILZ PNOZ s7.1 C 24VDC 3 n/o cascade 751167
PILZ 750103 PNOZ s3 24VDC 2 n/o
PILZ 506401( 522111)
PILZ 512110
PILZ PNOZ X4 24VDC 3n/o 1n/c 774730
PILZ PZA 30/24VDC 1n/o 2n/c 774030
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so NO: 774310
PILZ PNOZ e3.1p 24VDC 2so 774139
PILZ 774130 PNOZ e1p 24VDC 2so
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ PNOZ XV1P C 30/24VDC 2n/o 1n/o t Nr.787602
PILZ PZE 9 24VDC 8n/o 1n/c Nr.774150
PILZ PNOZ s5 24VDC 2 n/o 2 n/o t Nr.750105
PILZ PSSu H SB DP,Nr.312025
PILZ PNOZ V 30s 24VDC 3n/o 1n/c 1n/o (t),NR.774790
PILZ 750103 PNOZ s3 24VDC 2 n/o
PILZ 750107 PNOZ s7 24VDC 4 n/o 1 n/c
PILZ 750104 PNOZ s4 24VDC 3 n/o 1 n/c
PILZ 777609 PNOZ X9P 24VDC
PILZ PNOZ X2P 24VACDC 2n/o,777303
PILZ PSS SB BUSCABLE0 Length=500m Nr.311070
PILZ PNOZ 11 24VAC 24VDC 7n/o 1n/c 774080
PILZ PZE 9 24VDC 8n/o 1n/c Nr.774150
PILZ Nr.774709 PNOZ X10 24VDC 6n/o 4n/c 3LED
PILZ PNOZ XV3P C 300/24VDC 3n/o 2n/o t s-nr: 787518
PILZ PNOZ 10 24VDC 6n/o 4n/c Nr.774009
PILZ PNOZ X8P 24 VDC 3n/o 2n/c 2so Nr.777760
PILZ PNOZ X3P 24VDC 24VAC 3n/o 1n/c 1so , 777310
PILZ PSEN cable angle M12 8-pole 10m,540324
PILZ PSEN cable angle M12 8-pole 5m,540323
PILZ PSEN sl-0.5p 2.1 / PSEN sl-0.5 1unit,570501
PILZ PNOZ XV2 3/24VDC 2n/o 2n/o t NR.774502
PILZ PSS1 CPU3 Nr.302064
PILZ NR.787750 PNOZ X10.11PC 24VDC
PILZ PSEN 1.1p-22/PSEN 1.1-20/8mm/ix1/ 1unit NR.504222
PILZ PNOZ 11 24VAC 24VDC 7n/o 1n/c
PILZ PNOZ X7 24VACDC 2n/o 774059
PILZ PSSu E F 4DI,NO:312200
PILZ PSSu E F 4DO 0.5,NO:312210
PILZ NR:890060 S1WP 9A
PILZ PNOZ XV2P 30/24VDC 2n/o 2n/o t NR:777500
PILZ 750330 PNOZ s30 24-240VACDC 2 n/o 2 n/c
PILZ PNOZ X3P 24VDC 24VAC 3n/o 1n/c 1so , 777310
PILZ 750104 PNOZ s4 24VDC 3 n/o 1 n/c
PILZ PSS SB SUB-D4 Nr.311040
PILZ PSSu rp SB DI16 1 Nr.307121
PILZ PSSu rp SB DI8O8 1 Nr.307141
PILZ PSS SB ROUTER1 Nr.311055
PILZ 774310 PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so
PILZ Nr.774585 PZE X4 24VDC 4n/o
PILZ Nr.777750 PNOZ X10.11P 24VDC 6n/o 4n/c 6LED
PILZ Nr.777310 PNOZ X3P 24VDC 24VAC 3n/o 1n/c 1so
PILZ Nr.774709 PNOZ X10 24VDC 6n/o 4n/c 3LED
PILZ Nr.720301 PST 4 24 V AC 6S4O
PILZ Nr.777585 PZE X4P 24VDC 4n/o
PILZ Nr.774544 PNOZ XV3 0.5/24VDC 3n/o 2n/o t fix
PILZ PSWZ X1P 3V /24-240VACDC 2n/o 1n/c 2so NR.777950
PILZ PNOZ 2VQ 24VDC 3n/o 1n/c 2n/o t Nr.774013
PILZ NO:750107
PILZ PNOZ S4 24VDC 750104
PILZ 774009,PNOZ 10 24VDC 6n/o 4n/c
PILZ 774318
PILZ PNOZ X3.10P 24VACDC 3n/o 1n/c 1so,777314
PILZ PNOZ X10.11P 24VDC 6n/o 4n/c 6LED,777750
PILZ 311040
PILZ 312651
PILZ 312210
PILZ 312190
PILZ 312010
PILZ 312200
PILZ 312601
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so 774310
PILZ 774500 PNOZ XV2 30/24VDC 2n/o 2n/o t
PILZ type: PNOZ e1vp C 10s order No.: 784131
PILZ 774538, PNOZ XV3.1 300/24VDC 3n/o 1n/c 2n/o t
PILZ PSENme 1S /1AS 570000 BD2
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so 774310
PILZ PNOZ XV2 3/24VDC 2n/o 2n/o t 774502
PILZ PZE X4VP C 0,5/24VDC 4n/o fix 787580
PILZ PSEN op2H-s-30-015/1 Nr.630720
PILZ PSEN cable M8-8sf, 5m 533151
PILZ PZE X4P 24VDC 4n/o 777585
PILZ 541010 PSEN cs3.1p /PSEN cs3.1 1unit 24VDC
PILZ PZE X4VP C 0,5/24VDC 4n/o fix 787580
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ 774306
PILZ PSEN sl-0.5p 2.1 / PSEN sl-0.5 1unit Product number: 570501
PILZ 774300
PILZ 312010
PILZ 774300
PILZ PSSu H SB DP,Nr.312025
PILZ PNOZ S4 24VDC 3N/O 1N/C NO:750104
PILZ 751104
PILZ PNOZ XV2 774504
PILZ 541080
PILZ 541061
PILZ 751104
PILZ PNOZ X2P 24VACDC 2n/o,777303
PILZ 774738 PNOZ X4 230VAC 3n/o 1n/c
PILZ 774300
PILZ PSS SB2 3006-3 ETH-2 301640 PPS3000
PILZ 540320 PSEN cable axial M12 8-pole 5m
PILZ 750104 PNOZ s4 24VDC 3 n/o 1 n/c
PILZ 570550 PSEN sl bracket swing door
PILZ SafetyNET p Connector RJ45s 380400
PILZ PSSu E F 4DO 0.5 312210
PILZ PSSu E F 4DI 312200
PILZ NO.774013 PNOZ 2VQ 24VDC 3n/o 1n/c 2n/o t
PILZ S1SW P 24-240VAC DC UM 0-690VAC/DC
PILZ PNOZ X7 24VACDC 2n/o
PILZ PZE X4P 24VDC 4n/o NR:777585
PILZ PSEN cs3.1p /PSEN cs3.1 1unit NR:541010
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ 311058
PILZ PNOZ s2 24VDC 3n/o 1n/c No:750102
PILZ 774340 P2HZ X1 24VDC
PILZ PSEN sl-0.5p 1.1 1switch 570510
PILZ PSEN cs3.1 1 actuator 541080
PILZ PSEN cs3.1 M12/8-1.5m 1switch 541064
PILZ PSEN sl-0.5 1.1 1actuator 570520
PILZ 570801 PSEN sg2c-3LPE switch
PILZ PNOZ s3 C 24VDC 2 n/o SN 751103
PILZ PSSu E F 4DI Nr.312200
PILZ PSSU BS 2/8 C Nr.312657
PILZ PNOZ V 30s 24VDC 3n/o 1n/c 1n/o (t),NR.774790
PILZ PNOZ S4 24VDC 750104
PILZ PSEN cs3.1p /PSEN cs3.1 1unit NR:541010
PILZ 541110 PSEN cs4.1p /PSEN cs4.1
PILZ PSSu E S 4DI Nr.312400
PILZ PSSu E F PS Nr.312190
PILZ PSSu H F PN Nr.312043
PILZ PNOZ X2 24V AC/DC 2n/o
PILZ PNOZ e1.1p 24VDC 2so
PILZ S1WP/890 020
PILZ PNOZ X3/774318
PILZ PZE X4P 24VDC 4n/o NR:777585
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ PSEN cs3.1p /PSEN cs3.1 1unit NR:541010
PILZ PNOZ V 30s 24VDC 3n/o 1n/c 1n/o (t)
PILZ Nr.502221 PSEN 2.1p-21/PSEN 2.1-20 /8mm/LED/1unit
PILZ PNOZ X2 24V AC/DC 2n/o
PILZ 514110 PSEN 1.1-10 / 1 actuator
PILZ 506409 PSEN ma1.1p-10/3mm/1switch
PILZ PNOZ X7 24VACDC 2n/o
PILZ PNOZ XV2 774504
PILZ PNOZ XV2 774504
PILZ 513120 , PSEN 2.2-20 / 1 actuator
PILZ 523121 , PSEN 2.2p-21/LED/8mm 1 switch
PILZ 751107 , PNOZ s7 C 24VDC 4 n/o 1 n/c
PILZ 750105 , PNOZ s5 24VDC 2 n/o 2 n/o t
PILZ 774139 , PNOZ e3.1p 24VDC 2so
PILZ 750103 , PNOZ s3 24VDC 2 n/o
PILZ 533131 , PSEN Kabel Gerade/cable straightplug 10m
PILZ 524127 , PSEN 1.1b-20 /8mm/10m/1switch
PILZ 751008 , PNOZ s Set1spring loaded terminals 45mm
PILZ PNOZ X1 24VAC/DC 3n/o 1n/c 774300
PILZ 750104 PNOZ S4 24VDC 3n/o 1n/c
PILZ PNOZ X3.2 230VAC 24VDC 3n/o 1n/c 1so;774309
PILZ 787580
PILZ PSEN op4S-1-1
PILZ 504222 PSEN 1.1p-22
PILZ 750104 PNOZ S4 24VDC 3n/o 1n/c
PILZ PSEN cs3.1 M12/8-1.5m 1switch Nr.541064
PILZ 751109 PNOZ s9 C 24VDC 3 n/o t 1 n/c t
PILZ PNOZ s3 C 24VDC 2 n/o NO.Nr.751103
PILZ PNOZ s11 C 24VDC 8 n/o 1 n/c NR:751111
PILZ PSSu rp SB DI8OZ4 1 Nr.307131
PILZ 540050 PSEN cs1.1p
PILZ 570510
PILZ 570520
PILZ 540080 PSEN cs1.1
PILZ 773100
PILZ PNOZ XV2P 3/24VDC 2n/o 2n/o t;777502
PILZ 512110 PSEN 2.1-10
PILZ PNOZ XV3P 30/24 VDC 3n/o 2n/o t Nr.777510
PILZ P2HZ X3 24VDC 2n/o 1n/c Nr.774350
PILZ P2HZ X1 24VDC 3n/o 1n/c Nr.774340
PILZ PNOZ V 30s 24VDC 3n/o 1n/c 1n/o (t),NR.774790
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so 774310
PILZ PNOZ X10.11P 24VDC 6n/o 4n/c 6LED,777750
PILZ PNOZ s3 C 24VDC 2 n/o SN 751103
PILZ PSEN 2.1p-20/21 ,24V,LISEC code:00379680
PILZ 4-POL M8 10M P LISEC code:00416943
PILZ PSEN cs3.1p /PSEN cs3.1 1unit NR:541010
PILZ PNOZ X4 24VDC 3n/o 1n/c Nr.774730
PILZ PZE X4V 1/24VDC 4n/o fix Nr.774581
PILZ PNOZ c1 24VDC 3n/o 1n/c 710001
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c
PILZ PNOZ 10 24VAC 6n/o 4n/c Nr.774000
PILZ PNOZ XV3.1 3/24VDC 3n/o 1n/c 2n/o t NO. 774532
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so NO.774310
PILZ PSEN cs3.1 M12/8-1.5m 1switch 24V Nr.541064
PILZ PSEN cs3.1 1 actuator 24V Nr.541080
PILZ 751108
PILZ PNOZ 2VQ 24VDC 3n/o 1n/c 2n/o t NR.774013
PILZ 301051 PSS PS24
PILZ 301064 PSS CPU3
PILZ 774709 PNOZ X10 24VDC 6n/o 4n/c 3LED
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ PNOZ s5 24VDC 2 n/o 2 n/o t Nr.750105
PILZ PNOZ XV2 774504
PILZ PNOZ s5 24VDC 2 n/o 2 n/o t Nr.750105
PILZ PNOZ S4 24VDC 750104
PILZ 774066.PILZ
PILZ PNOZ XV2P 3/24VDC 2n/o 2n/o t;777502
PILZ P2HZ X1P 24VDC 3n/o 1n/c 2so;777340
PILZ PNOZ X3.10P 24VACDC 3n/o 1n/c 1so Nr.777314
PILZ 312200
PILZ PSSu E F PS Nr.312190
PILZ PSSu BS 1/8 C 312651
PILZ 301131
PILZ PSSu BP 1/8 C 312601
PILZ 311070 L=1300m
PILZ 312010
PILZ 301960
PILZ 300914
PILZ 301790
PILZ 311058
PILZ PZE X4V 3/24VDC 4n/o fix 774583
PILZ 750103 PNOZ s3 24VDC 2 n/o
PILZ 750104 PNOZ s4 24VDC 3 n/o 1 n/c
PILZ PSSu E F 2DOR 8 Nr.312225
PILZ PNOZ X4 24VDC 3n/o 1n/c Nr.774730
PILZ PNOZ X7 24VACDC 2n/o Nr.774059
PILZ PNOZ X2.8P 24VACDC 3n/o 1n/c 777301
PILZ PZE X4P 24VDC 4n/o 777585
PILZ PZE X4VP C 0,5/24VDC 4n/o fix 787580
PILZ PNOZ XV2 Nr.774504 24V
PILZ 777301 PNOZ X2.8P 24VACDC 3n/o 1n/c
PILZ 541010 PSEN cs3.1p /PSEN cs3.1 1unit 24VDC
PILZ 533151 PSEN cable M8-8sf, 5m
PILZ 777585 PZE X4P 24VDC 4n/o
PILZ PNOZ XV3P,777510
PILZ 787580
PILZ PSSnet SHL 8T MRP Nr.380601
PILZ 774709 PNOZ X10 24VDC 6n/o 4n/c 3LED
PILZ 777314 PNOZ X3.10P 24VACDC 3n/o 1n/c 1so
PILZ PNOZ XV2 774504
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so NO: 774310
PILZ PNOZ X3.10P 24VACDC 3n/o 1n/c 1so NR. 777314
PILZ 787580
PILZ 504222 PSEN 1.1p-22
PILZ 540050 PSEN cs1.1p
PILZ 514120 PSEN 1.1-20
PILZ 512110 PSEN 2.1-10
PILZ 540080 PSEN cs1.1
PILZ 522131 PSEN 2.1p-31
PILZ 774310
PILZ 774502
PILZ 777512 PNOZ XV3P 3/24 VDC 3n/o 2n/o t
PILZ PNOZ 11 Nr:774086
PILZ 751102
PILZ 751105
PILZ PSS SB 3006-3 ETH-2 DP-S Nr.301790
PILZ PSSu E F PS Nr.312190
PILZ PSSu BS 1/8 C Nr.312651
PILZ 774549
PILZ 541010
PILZ PNOZ s11 751 111
PILZ PNOZ s4 C 24VDC Nr.751104
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so
PILZ PNOZ X7 24VACDC 2n/o
PILZ PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so; 774310
PILZ 774059
PILZ 774730
PILZ PNOZ s3 24VDC 2 n/o,No.750103
PILZ P2HZ X1.10P 24VDC 3n/o 1n/c 2so 777341
PILZ 774500
PILZ Nr:777750
PILZ Nr:777585
PILZ PNOZ X3P 24VDC 24VAC 3n/o 1n/c 1so, 777310
PILZ 541010
PILZ Nr:777301
PILZ Nr.540050;PSEN cs1.1p 1 switch
PILZ PNOZ s3 C 24VDC 2 n/o NO.Nr.751103
PILZ 774300
PILZ 774310 PNOZ X3 24VAC 24VDC 3n/o 1n/c 1so
PILZ Nr:777301
PILZ PSEN cs3.1p /PSEN cs3.1 1unit NR:541010
舟欧工业朱瑞霖供应PILZ安全继电器
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