{\rtf1\ansi\ansicpg1252\deff0{\fonttbl{\f0\froman\fcharset0 Times New Roman;}{\f1\froman\fcharset0 Arial;}}{\colortbl\red0\green0\blue0;\red255\green255\blue255;\red0\green0\blue255;\red128\green128\blue128;}{\stylesheet {\style\s0 \ql\fi0\li0\ri0\f1\fs24\cf0 Normal;}{\style\s3 \ql\fi0\li0\ri0\f1\fs26\b\cf0 heading 3;}{\style\s2 \ql\fi0\li0\ri0\f1\fs28\b\i\cf0 heading 2;}{\style\s1 \ql\fi0\li0\ri0\f1\fs32\b\cf0 heading 1;}}{\*\listtable}{\*\listoverridetable}{\*\generator iText 2.1.5 (by lowagie.com)}{\info}\paperw11907\paperh16840\margl720\margr720\margt720\margb720{\footer \pard\plain\s0\qc\fi0\li0\ri0\sl320\plain\f0\fs18 \u31532?\f0{\field{\*\fldinst PAGE}{\fldrslt  }}\f0\fs18 \u-26507?\par}{\header \pard\plain\s0\qr\fi0\li0\ri0\sl320\plain\f0\fs18 \u21517?\u24072?\u-29774?\u25480?\u183?\u20248?\u-29400?\u-29698?\u31243?\u8212?\u8212?\u21517?\u-29698?\u22530?\par}\pgwsxn11907\pghsxn16840\marglsxn720\margrsxn720\margtsxn720\margbsxn720\pard\plain\s0\qc\fi0\li0\ri0\sa140\plain\f0\fs36\b \u20154?\u24037?\u26234?\u-32515?-\u28145?\u24230?\u23398?\u20064?\u25216?\u26415?\u22521?\u-29779?\u29677?\b0\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u-29698?\u31243?\u32534?\u21495?\u12305?\u-230?\f0\fs22\b MKT052071\b0\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u-29698?\u31243?\u21517?\u31216?\u12305?\u-230?\f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/052071.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u20154?\u24037?\u26234?\u-32515?-\u28145?\u24230?\u23398?\u20064?\u25216?\u26415?\u22521?\u-29779?\u29677?\ul0 }}\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u25152?\u23646?\u31867?\u21035?\u12305?\u-230?\u30740?\u21457?\u31649?\u29702?\u22521?\u-29779?\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u24320?\u-29698?\u26102?\u-27148?\u12305?\u-230?2025\u24180?03\u26376?27\u26085? \u21040? 2025\u24180?03\u26376?29\u26085? \u26477?\u24030? 7800\u20803?/\u20301?\par\pard\plain\s0\fi1500\li0\ri0\sa140\plain\f0\fs22\cf3 2024\u24180?10\u26376?31\u26085? \u21040? 2024\u24180?11\u26376?03\u26085? \u21271?\u20140? 7800\u20803?/\u20301?\par\pard\plain\s0\fi1500\li0\ri0\sa140\plain\f0\fs22\cf3 2024\u24180?10\u26376?10\u26085? \u21040? 2024\u24180?10\u26376?13\u26085? \u-28211?\u24198? 7800\u20803?/\u20301?\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u-29698?\u31243?\u-29708?\u26126?\u12305?\u-230?\u26412?\u22521?\u-29779?\u-29698?\u31243?\u20840?\u24180?\u24490?\u29615?\u24320?\u-29698?\u-244?\u22914?\u26377?\u-26880?\u27714?\u-244?\u27426?\u-28722?\u26469?\u30005?\u21672?\u-29726?\u-255?\par\pard\plain\s0\fi0\li0\ri0\sa140\plain\f0\fs22 \u12304?\u20854?\u20182?\u24320?\u-29698?\u22478?\u24066?\u12305?\u-230?\f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/052074.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u26477?\u24030?\ul0 }}\f0\fs22  \f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/052071.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u-28211?\u24198?\ul0 }}\f0\fs22  \f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/053717.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u25104?\u-28419?\ul0 }}\f0\fs22  \f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/052073.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u24191?\u24030?\ul0 }}\f0\fs22  \f0{\field{\*\fldinst HYPERLINK //www.apparel77.com/gkk8/052072.html}{\fldrslt \pard\plain\f0\fs22\ul\cf2 \u21271?\u20140?\ul0 }}\f0\fs22  \par\pard\plain\s0\fi0\li0\ri0\sl300\plain\f0\fs22 \u12304?\u-29698?\u31243?\u20851?\u-27346?\u23383?\u12305?\u-230?\u20154?\u24037?\u26234?\u-32515? \u23398?\u20064?\u25216?\u26415?\u22521?\u-29779?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u25253?\u21517?\b0\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u-29698?\u31243?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20154?\u24037?\u26234?\u-32515?\u-248?AI\u-247?\u26159?\u26032?\u19968?\u-28818?\u31185?\u25216?\u-26775?\u21629?\u21644?\u20135?\u19994?\u21464?\u-26775?\u30340?\u26680?\u24515?\u-25999?\u21160?\u21147?\u-244?\u23558?\u28145?\u21051?\u25913?\u21464?\u20154?\u31867?\u31038?\u20250?\u29983?\u27963?\u-244?\u25913?\u21464?\u19990?\u30028?\u-244?\u23545?\u20110?\u23454?\u29616?\u31038?\u20250?\u29983?\u20135?\u21147?\u26032?\u-29245?\u21319?\u-244?\u25552?\u-25896?\u32508?\u21512?\u22269?\u21147?\u21644?\u22269?\u-27067?\u31454?\u20105?\u21147?\u20855?\u26377?\u-28211?\u-30335?\u24847?\u20041?\u12290?\u20026?\u20102?\u-29393?\u24443?\u-31683?\u23454?\u22269?\u21153?\u-27038?\u21360?\u21457?\u30340?\u8220?\u26032?\u19968?\u20195?\u20154?\u24037?\u26234?\u-32515?\u21457?\u23637?\u-30268?\u21010?\u8221?\u31934?\u31070?\u-244?\u25512?\u24191?\u20154?\u24037?\u26234?\u-32515?\u25216?\u26415?\u12290?\u25105?\u20013?\u24515?\u20915?\u23450?\u20030?\u21150? \u8220?\u20154?\u24037?\u26234?\u-32515?-\u28145?\u24230?\u23398?\u20064?\u25216?\u26415?\u23454?\u25112?\u22521?\u-29779?\u29677?\u8221?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u22521?\u-29779?\u26041?\u24335?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26412?\u22521?\u-29779?\u29677?\u-28211?\u-30266?\u25216?\u26415?\u22522?\u30784?\u-244?\u24378?\u-29693?\u23454?\u-27067?\u24212?\u29992?\u-244?\u-28217?\u29992?\u25216?\u26415?\u21407?\u29702?\u19982?\u-26503?\u30446?\u23454?\u25112?\u30456?\u32467?\u21512?\u30340?\u26041?\u24335?\u-28709?\u-30644?\u25945?\u23398?\u12290? \u-28646?\u-28729?\u23637?\u31034?\u25945?\u24072?\u30340?\u23454?\u-27067?\u31185?\u30740?\u25104?\u26524?\u-244?\u-29774?\u-28688?\u20154?\u24037?\u26234?\u-32515?\u30340?\u25216?\u26415?\u21407?\u29702?\u19982?\u24212?\u29992?\u31995?\u32479?\u24320?\u21457?\u26041?\u27861?\u12289?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u24320?\u21457?\u24037?\u20855?\u20351?\u29992?\u26041?\u27861?\u12290?\u20351?\u23398?\u21592?\u25484?\u25569?\u20154?\u24037?\u26234?\u-32515?\u22522?\u30784?\u19982?\u19987?\u-27160?\u30693?\u-29754?\u-244?\u-31817?\u24471?\u-28797?\u24378?\u30340?\u20154?\u24037?\u26234?\u-32515?\u24212?\u29992?\u31995?\u32479?\u30340?\u20998?\u26512?\u12289?\u-29762?\u-29791?\u12289?\u23454?\u29616?\u-32515?\u21147?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u25552?\u20379?\u23454?\u-27067?\u30340?\u24212?\u29992?\u26696?\u20363?\u20379?\u23398?\u21592?\u21160?\u25163?\u23454?\u-25972?\u32451? \u12290?\u23454?\u-25972?\u20869?\u23481?\u21253?\u25324?tensorflow2.4/keras2.4\u29615?\u22659?\u26500?\u24314?\u12289?\u22270?\u25968?\u25454?\u24211?NEO4J\u23433?\u-30523?\u19982?\u20351?\u29992?\u31561?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u22521?\u-29779?\u23545?\u-29599?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1\u12289?\u25919?\u24220?\u12289?\u20225?\u19994?\u12289?\u23398?\u26657?IT\u30456?\u20851?\u25216?\u26415?\u20154?\u21592?\u-229?\u30805?\u22763?\u21450?\u21338?\u22763?\u30740?\u31350?\u29983?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2\u12289?\u20225?\u19994?\u25216?\u26415?\u24635?\u30417?\u21450?\u30456?\u20851?\u31649?\u29702?\u20154?\u21592?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3\u12289?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u26550?\u26500?\u24072?\u12289?\u-29762?\u-29791?\u19982?\u32534?\u31243?\u20154?\u21592?\u-229?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4\u12289?\u23545?\u20154?\u24037?\u26234?\u-32515?\u25216?\u26415?\u24863?\u20852?\u-29277?\u30340?\u20854?\u20182?\u20154?\u21592?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u22521?\u-29779?\u20869?\u23481?\b0\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19968?\u22825?\u31532?\u19968?\u-28440?\u20998?\u-230?\u20154?\u24037?\u26234?\u-32515?\u22522?\u30784?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.1 \u20154?\u24037?\u26234?\u-32515?\u-248?AI\u-247?\u27010?\u-28688?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u-238? AI\u30740?\u31350?\u30340?\u20027?\u-30335?\u25216?\u26415?\u-27154?\u-26472?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u-237? AI\u30340?\u20027?\u-30335?\u23398?\u27966?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u-236? AI\u21313?\u22823?\u24212?\u29992?\u26696?\u20363?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-239?\u-247?\u22478?\u24066?\u20844?\u20849?\u-29372?\u28304?\u-28795?\u21161?\u20248?\u21270?\u-28339?\u32622?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-238?\u-247?\u20020?\u24202?\u21307?\u30103?\u24433?\u20687?\u-28795?\u21161?\u-29750?\u26029?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-237?\u-247?\u-32015?\u-29715?\u21548?\u-29708?\u-32765?\u-29739?\u-29715?\u-26637?\u-29756?\u27979?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-236?\u-247?\u26234?\u-32515?\u20379?\u24212?\u-27394?\u-29762?\u-29791?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-235?\u-247?\u26426?\u22120?\u32763?\u-29743?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-234?\u-247?\u26234?\u-32515?\u23458?\u26381?\u26426?\u22120?\u20154?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-233?\u-247?\u-28211?\u28857?\u20154?\u32676?\u-29013?\u20221?\u-29754?\u21035?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-232?\u-247?\u26234?\u-32515?\u32593?\u32476?\u-30266?\u-26479?\u20113?\u26381?\u21153?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-231?\u-247?\u20154?\u-29759?\u27604?\u23545?\u23454?\u21517?\u-29788?\u-29759?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?\u-239?\u-240?\u-247?\u24037?\u19994?\u20114?\u-32684?\u32593?\u24179?\u21488?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u-236? \u20154?\u24037?\u26234?\u-32515?\u25216?\u26415?\u22522?\u30784?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-239?.\u-236?.\u-239? \u25628?\u32034?\u19982?\u25512?\u29702?\u25216?\u26415?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-239?.\u-236?.\u-238? \u30693?\u-29754?\u-30616?\u31034?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u-28440?\u20998?\u-230?\u22522?\u20110?\u30693?\u-29754?\u30340?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u21450?\u24212?\u29992?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-239?\u19987?\u23478?\u31995?\u32479?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-238?\u19987?\u23478?\u31995?\u32479?\u32467?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-237?\u19987?\u23478?\u31995?\u32479?\u24320?\u21457?\u24037?\u20855?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-236?\u19987?\u23478?\u31995?\u32479?\u-29762?\u-29791?\u19982?\u23454?\u-27067?\u24212?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-236?.\u-239?\u-29791?\u31639?\u26426?\u25925?\u-26980?\u-29750?\u19987?\u23478?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-238?.\u-236?.\u-238?\u22522?\u20110?Web\u19982?\u20113?\u-29791?\u31639?\u24179?\u21488?\u30340?\u-29762?\u22791?\u25925?\u-26980?\u-29750?\u26029?\u19987?\u23478?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5 \u-30268?\u21017?\u24341?\u25806?\u19982?JSR94\u-30268?\u-31997?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.1 \u-30268?\u21017?\u24341?\u25806?\u20135?\u29983?\u-32564?\u26223?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.2 \u-30268?\u21017?\u24341?\u25806?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.3 \u-30268?\u21017?\u24341?\u25806?\u26550?\u26500?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.4 JSR94 \u-30268?\u-31997? --Java\u-30268?\u21017?\u24341?\u25806?API\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.5 \u20856?\u22411?\u-30268?\u21017?\u24341?\u25806?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.5.6 \u-30268?\u21017?\u24341?\u25806?\u24212?\u29992?\u26696?\u20363?\u-248?\u20449?\u29992?\u21345?\u30003?\u-29705?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u22825?\u31532?\u19977?\u-28440?\u20998?\u-230?\u30693?\u-29754?\u22270?\u-29647?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.1 \u30693?\u-29754?\u22270?\u-29647?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.2 \u30693?\u-29754?\u22270?\u-29647?\u19982?\u19987?\u23478?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.3 \u24320?\u25918?\u30693?\u-29754?\u22270?\u-29647?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.4 \u30693?\u-29754?\u30340?\u25552?\u21462?\u12289?\u-30616?\u31034?\u12289?\u23384?\u20648?\u19982?\u26816?\u32034?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.5 \u30693?\u-29754?\u22270?\u-29647?\u22312?\u20114?\u-32684?\u32593?\u-28207?\u-30835?\u-30644?\u19994?\u30340?\u24212?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.6 \u23454?\u-25972?\u-230? \u22522?\u20110?NEO4j\u30340?\u30693?\u-29754?\u22270?\u-29647?\u24212?\u29992?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20108?\u22825?\u31532?\u22235?\u-28440?\u20998?\u-230?\u22522?\u20110?\u-32684?\u25509?\u30340?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u21450?\u24212?\u29992?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.1 \u31070?\u32463?\u32593?\u32476?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.2 \u21069?\u-26232?\u31070?\u32463?\u32593?\u32476?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.3 \u21069?\u-26232?\u31070?\u32463?\u32593?\u32476?\u-29762?\u-29791?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.4 \u21069?\u-26232?\u31070?\u32463?\u32593?\u32476?\u23454?\u-27067?\u24212?\u29992?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.4.1 \u22522?\u20110?\u31070?\u32463?\u32593?\u32476?\u30340?\u29028?\u30719?\u31361?\u27700?\u-26492?\u27979?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 4.4.2 \u-30835?\u21512?\u19987?\u23478?\u31995?\u32479?\u19982?\u31070?\u32463?\u32593?\u32476?\u30340?\u30495?\u31354?\u25104?\u22411?\u26426?\u25925?\u-26980?\u-29750?\u26029?\u31995?\u32479?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u19977?\u22825?\u31532?\u20116?\u-28440?\u20998?\u-230?\u22522?\u20110?\u28145?\u24230?\u23398?\u20064?\u30340?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u21450?\u24212?\u29992?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.1 \u26426?\u22120?\u23398?\u20064?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.2 \u28145?\u24230?\u23398?\u20064?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.3 \u21367?\u31215?\u31215?\u31070?\u32463?\u32593?\u32476?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.4 \u22686?\u24378?\u23398?\u20064?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.5 \u-28735?\u31227?\u23398?\u20064?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.6 \u29983?\u25104?\u23545?\u25239?\u32593?\u32476?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.7 \u20027?\u27969?\u28145?\u24230?\u23398?\u20064?\u26694?\u26550?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.7.1 TesorFlow 2.4\u-248?\u23433?\u-30523?\u19982?\u23454?\u20363?\u-28720?\u-30644?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.7.2 Keras2.4 \u-248?\u23433?\u-30523?\u19982?\u23454?\u20363?\u-28720?\u-30644?\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.7.3 pytorch\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 5.8 \u22522?\u20110?TesorFlow/keras\u30340?\u28145?\u24230?\u23398?\u20064?\u24212?\u29992?\u31995?\u32479?\u19978?\u26426?\u23454?\u-25972?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?1\u-247?\u25163?\u20889?\u20307?\u25968?\u23383?\u-29754?\u21035?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?2\u-247?\u26102?\u-30523?\u-29754?\u21035?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u-248?3\u-247?\u24773?\u24863?\u-29754?\u21035?\par\pard\plain\s0\fi400\li0\ri0\sb40\sa40\sl300\plain\f0\fs22\b \u31532?\u20845?\u-28440?\u20998?\u-230?\u22522?\u20110?\u28145?\u24230?\u23398?\u20064?\u30340?\u30446?\u26631?\u26816?\u27979?\u19982?\u20154?\u-32456?\u-29754?\u21035?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.1 \u30446?\u26631?\u26816?\u27979?\u-248?object detection\u-247?\u27010?\u24565?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.2 \u20256?\u32479?\u30340?\u30446?\u26631?\u26816?\u27979?\u26041?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.3 \u22522?\u20110?\u21306?\u22495?\u24314?\u-29778?(\u20505?\u-28663?\u26694?)\u30340?\u30446?\u26631?\u-29754?\u21035?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.3.1 R-CNN\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.3.2 Fast R-CNN\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.3.3 Faster R-CNN\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.3.4 Feature Pyramid Networks(FPN)-\u29305?\u24449?\u-28207?\u23383?\u22612?\u32593?\u32476?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.4 YOLO\u8212?\u8212?One-Stage\u30446?\u26631?\u26816?\u27979?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.5 SSD\u19982? Retina-Net\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.6 \u22522?\u20110?ImageAI \u30340?\u-29791?\u31639?\u26426?\u-30266?\u-30263?\u32534?\u31243?\u24211?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.9\u20154?\u-32456?\u-29754?\u21035?\u20851?\u-27346?\u25216?\u26415?\u27010?\u-28688?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.10\u20154?\u-32456?\u26816?\u27979?\u31639?\u27861?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.10.1 \u20154?\u-32456?\u26816?\u27979?\u31639?\u27861? MTCNN\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.11 \u20154?\u-32456?\u-29754?\u21035?\u31639?\u27861? - GoogleFaceNet\u-248?2015\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 6.11 \u22522?\u20110?MTCNN\u21644?facenet\u23454?\u29616?\u20154?\u-32456?\u26816?\u27979?\u21644?\u20154?\u-32456?\u-29754?\u21035?\u23454?\u-25972?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u24352?\u-32767?\u24072?\u20171?\u32461?\b0\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u24352?\u29855?\u-244?\u21338?\u22763?\u27605?\u19994?\u20110?\u-30337?\u23433?\u20132?\u-28646?\u22823?\u23398?\u30005?\u20449?\u23398?\u-27038?\u-244?\u29616?\u20026?\u-30337?\u23433?\u29702?\u24037?\u22823?\u23398?\u22823?\u23398?\u-29791?\u31639?\u26426?\u23398?\u-27038?2\u32423?\u25945?\u25480?\u-244?\u21338?\u22763?\u29983?\u23548?\u24072?\u-244?\u-27051?\u-30337?\u30465?***\u19987?\u23478?\u32452?\u19987?\u23478?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2000\u24180?9-12\u26376?\u-29761?\u-27154?\u32654?\u22269?\u23494?\u-30337?\u26681?\u22823?\u23398?\u12289?\u26085?\u26412?\u22823?\u23398?\u-244?2012-2019\u24180?\u20808?\u21518?\u-29761?\u-27154?\u32654?\u22269?\u21152?\u24030?\u22823?\u23398?\u22307?\u-32083?\u-32083?\u25289?\u20998?\u26657?\u12289?\u26031?\u22374?\u31119?\u22823?\u23398?\u12289?\u20811?\u-31823?\u22982?\u26862?\u22823?\u23398?\u12289?\u20052?\u27835?\u20122?\u29702?\u24037?\u23398?\u-27038?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u26366?\u20219?\u-30337?\u23433?\u29702?\u24037?\u22823?\u23398?\u-29791?\u31639?\u26426?\u23398?\u-27038?\u21103?\u-27038?\u-27265?\u12289?\u-27051?\u-30337?\u30465?\u20449?\u24687?\u21270?\u19987?\u23478?\u32452?\u19987?\u23478?\u12289?\u-27051?\u-30337?\u30465?\u21046?\u-28640?\u19994?\u20449?\u24687?\u21270?\u19987?\u23478?\u32452?\u19987?\u23478?\u-244?\u-29791?\u31639?\u26426?\u23398?\u-27038?\u21103?\u-27038?\u-27265?\u12289?\u-29791?\u31639?\u26426?\u23398?\u31185?\u24102?\u22836?\u20154?\u-244?\u-30337?\u21271?\u24037?\u19994?\u22823?\u23398?\u20860?\u-32692?\u30740?\u31350?\u21592?\u12290?1985\u24180?\u20197?\u26469?\u-244?\u20027?\u-30335?\u20174?\u20107?\u20154?\u24037?\u26234?\u-32515?\u12289?\u22240?\u29305?\u20449?\u24687?\u32593?\u26041?\u-26782?\u30340?\u25945?\u23398?\u19982?\u30740?\u31350?\u-244?\u-28709?\u-30644?\u-28729?\u22810?\u20010?\u23454?\u29992?\u20154?\u24037?\u26234?\u-32515?\u31995?\u32479?\u12289?\u32593?\u32476?\u19982?\u20449?\u24687?\u31995?\u32479?\u30340?\u-30268?\u21010?\u12289?\u-29762?\u-29791?\u19982?\u24320?\u21457?\u12290?\u20027?\u25345?\u23436?\u25104?\u31185?\u30740?\u-26503?\u30446?35\u-26503?\u-244?\u20854?\u20013?\u22269?\u23478?863\u-29698?\u-26472?6\u-26503?\u12289?\u-27051?\u-30337?\u30465?\u31185?\u25216?\u25915?\u20851?\u-26503?\u30446?2\u-26503?\u12289?\u20225?\u19994?\u22996?\u25176?\u-26503?\u30446?14\u-26503?\u12290?\u-31817?\u30465?\u12289?\u-28440?\u32423?\u31185?\u25216?\u22870?\u21169?6\u-26503?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2010\u24180?\u20197?\u26469?\u-244?\u20027?\u-30335?\u20174?\u20107?\u20113?\u-29791?\u31639?\u12289?\u22823?\u25968?\u25454?\u12289?\u20154?\u24037?\u26234?\u-32515?\u19982?\u28145?\u24230?\u23398?\u20064?\u26041?\u-26782?\u30340?\u30740?\u31350?\u24320?\u21457?\u19982?\u25945?\u23398?\u12290?\u26366?\u29992?\u20154?\u24037?\u26234?\u-32515?\u-29715?\u-30208?Prolog\u23454?\u29616?\u-29791?\u31639?\u26426?\u25925?\u-26980?\u-29750?\u26029?\u19987?\u23478?\u31995?\u32479?\u-229?\u29992?C\u-29715?\u-30208?\u23454?\u29616?\u29028?\u30719?\u31361?\u27700?\u-26492?\u27979?\u31070?\u32463?\u32593?\u32476?\u31995?\u32479?\u-229?\u29992?\u19987?\u23478?\u31995?\u32479?\u24037?\u20855?Jess\u24037?\u20855?\u-29762?\u-29791?\u20225?\u19994?\u22823?\u25968?\u25454?\u24179?\u21488?\u-229?\u29992?tensorflow/Keras/Phtyon \u23454?\u29616?\u25163?\u20889?\u20307?\u25968?\u23383?\u-29754?\u21035?\u12289?\u30005?\u24433?\u-29756?\u20215?\u24773?\u24863?\u-29754?\u21035?\u31995?\u32479?\u-244?\u-29762?\u-29791?\u-32607?\u31080?\u-26492?\u27979?\u31995?\u32479?\u-244?\u20154?\u-32456?\u-29754?\u21035?\u31995?\u32479?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 \u20856?\u22411?\u20154?\u24037?\u26234?\u-32515?\u26041?\u-26782?\u30340?\u25104?\u26524?\u-230?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 1.\u31070?\u32463?\u32593?\u32476?\u19987?\u23478?\u31995?\u32479?\u29702?\u-29766?\u21450?\u20854?\u22312?\u29028?\u30719?\u27700?\u23475?\u-26492?\u27979?\u20013?\u30340?\u24212?\u29992?,1997\u24180?12\u26376?\u-31817?\u26426?\u26800?\u24037?\u19994?\u-28440?\u31185?\u25216?\u-28709?\u27493?\u19977?\u31561?\u22870?\u12290?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 2.\u22269?\u23478?\u30005?\u23376?\u31867?\u-30268?\u21010?\u25945?\u26448?\u-230?\u20154?\u24037?\u26234?\u-32515?\u22522?\u30784?\u-244?\u30005?\u23376?\u24037?\u19994?\u20986?\u29256?\u31038?\u-244?2000\u24180?3\u26376?\u12290?\u-248?ISBN 7-5053-5725-5/G.489\u-247?\par\pard\plain\s0\fi400\li0\ri0\sb80\sl300\plain\f0\fs22 3.\u23454?\u26102?\u25511?\u21046?\u31070?\u32463?\u32593?\u32476?\u19987?\u23478?\u31995?\u32479?\u32467?\u26500?\u21450?\u25512?\u29702?\u31639?\u27861?\u-244?\u27169?\u24335?\u-29754?\u21035?\u19982?\u20154?\u24037?\u26234?\u-32515?\u-244?\u31532?8\u21367?\u31532?2\u26399?\u-248?1995\u24180?6\u26376?\u-247?\u12290?\par\pard\plain\s0\fi0\li0\ri0\sb60\sa60\sl300\plain\f0\fs24\b \u25105?\u-30335?\u25253?\u21517?\b0\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u21672?\u-29726?\u30005?\u-29731?\u-230?027-5111 9925 , 027-5111 9926\par\pard\plain\s0\fi400\li0\ri0\plain\f0\fs22 \u20540?\u29677?\u25163?\u26426?\u-230?18971071887    \u-28498?\u31665?\u-230?Service@mingketang.com\par}