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Androidは機械学習の夢を見るか? #abc2018s
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Yuji Tokuda
June 09, 2018
Technology
6
4k
Androidは機械学習の夢を見るか? #abc2018s
2018/06/09 Android Bazaar and Conference 2018 Spring Community Track
Yuji Tokuda
June 09, 2018
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Transcript
"OESPJEכ堣唒㷕统ך㣄鋅ַ "OESPJE#B[BBSBOE$POGFSFODF4QSJOH
:VKJ5PLVEB !EBLVUPO 015J. $PSQPSBUJPO IUUQTXXXPQUJNDPKQ ➬✲דכׄג堣唒㷕统ؒٝآص، "OESPJEכ⡚ٖ؎َ٦鿇ⴓָ㥨暟
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.PCJMFGJSTUUP"* GJSTU
.PCJMF ؒحآرغ؎أ ד꧊ر٦ة"* 堣唒㷕统 ד崞欽
ر٦ة ꧊䪮遭涸ח ꧊〳腉זر٦ة꧊ ر٦ةⴓ匿侧㷕涸ז㉏겗ח縧ֹ䳔ִ ر٦ة崞欽ءأذيח״荈⹛Ⳣ椚 ر٦ةⳢ椚侧椚ٌرٕחהבְ،ٕ؞ٔؤي黝欽 ر٦ة崞欽תדךؿؑ٦ؤ
2ؒحآرغ؎أ⽃⡤ד堣唒㷕统⢪ֲךחぢְגְךכ "/7*%*"+FUTPO59 (161BTDBM$PSF
ر٦ة ꧊䪮遭涸ח ꧊〳腉זر٦ة꧊ ر٦ةⴓ匿侧㷕涸ז㉏겗ח縧ֹ䳔ִ ر٦ة崞欽ءأذيח״荈⹛Ⳣ椚 ر٦ةⳢ椚侧椚ٌرٕחהבְ،ٕ؞ٔؤي黝欽 ر٦ة崞欽תדךؿؑ٦ؤ 㣐ꆀח꧊ر٦ة(16ד鎘皾
2 ؒحآ "OESPJE ⽃⡤ד堣唒㷕统⢪ֲךכ植㹋涸ַ "תꨇ僒䏝넝ָ㼪Ⰵ׃װֻׅכזגֹ ؔفءّٝ涸⡘縧בֽד⡲䧭幥،فٔח⢪גךכ֮ "#$זךד颵㉏㢌刿
*P5ד⢪ְְ"OESPJEؒ؝ءأذي 䩛זֻ㸜Ⰻחؒحآرغ؎أ崞欽 ٥1VTI鸐⥋ ٥،فٔ؛٦ءّٝ 㷕统幥ٌرٕ ꂁ⥋ ٥(PPHMF"TTJTUBOU ٥4BGFUZ/FUח״إُؗٔذ؍⥂隊 ٥SPPUFEEFWJDF嗚⳿ ٥堣唒㷕统ח״.BMXBSF
BQQT嗚濼 ٥㸜Ⰻז钠鏾 8$8FC"VUIO TQFDESBGU
٥طحزٙ٦ؙ鸞䏝ծر٦ة㺁ꆀכ⼧ⴓַ *P54*.㤍秈ח״גכ*4%/ך⼱ⴓך⠗鷏鸞䏝 LCQT ٥طحزٙ٦ؙכ㸜㹀׃גְַ ٥㼎韋ر٦ةכؙٓؐسח鷏⥋〳腉ַ فٓ؎غء٦װ穈籼ך堣㺘䞔㜠ך⥂隊 ٥鎘皾鸞䏝 (16כ⢪ִַ ٥ꨵ⸂
غحذٔ٦ 嶊顤ꆀ ٥鍑匿ٗآحؙ ،فٔ 㷕统幥ٌرٕ ך刿倜盖椚 *P5ؒحآر٦ة鍑匿ך铬겗
٥طحزٙ٦ؙ鸞䏝ծر٦ة㺁ꆀכ⼧ⴓַ *P54*.㤍秈ח״גכ*4%/ך⼱ⴓך⠗鷏鸞䏝 LCQT ٥طحزٙ٦ؙכ㸜㹀׃גְַ ٥㼎韋ر٦ةכؙٓؐسח鷏⥋〳腉ַ فٓ؎غء٦װ穈籼ך堣㺘䞔㜠ך⥂隊 ٥鎘皾鸞䏝 (16כ⢪ִַ ٥ꨵ⸂
غحذٔ٦ 嶊顤ꆀ ٥鍑匿ٗآحؙ ،فٔ 㷕统幥ٌرٕ ך刿倜盖椚 *P5ؒحآر٦ة鍑匿ך铬겗 'JSFCBTFך؟ه٦ز眔㔲
٥䱿锷ؒحآֽ 0OEFWJDF ד⹛ַׇ • 歗⫷ٓكٕ钠陎 歗⫷ⰻךذؗأز嗚⳿ 겣钠陎 غ٦؝٦سأٍؗٝ ٥$VTUPN.PEFM荈⡲5' -JUF㷕统幥ٌرٕח״䱿锷
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٥-JUFך䠐 ٥㷕统幥ٌرٕךر٦ة؟؎ؤ㼭ֻׁ ٥㷕统幥ٌرٕךQBSTFחַַًٌٔ؝أز幾 ٥//"1*䱿锷ד/BUJWFㄏ⟀إحز )"- 崞欽 ٥%FWFMPQFSַה⡲噟כ-JUFׄׯזְ ٥1SPUPCVGT UP'MBU#VGGFST VOSFBEBCMFGPSNBUT
٥ٌرٕך満⸂⻉鏣鎘ָ䗳銲 JODSFBTFDPOTUSBJOUT 5FOTPS'MPX-JUF
IUUQTUXJUUFSDPNTPOPUTTUBUVT ٌرٕך剑黝⻉満⸂⻉חכ⡦ָ䗳銲ַ
#ˏׁչٌغ؎ٕ$16ך孡䭯חזגպ • -JUF鎸鯹չFH.PCJMF/FUT 4RVFF[F/FUպח穾ג稱➜ • 劤孡ך项俱כ%-"DDFMד鋅אַ • IUUQDPDPESJQTIBUFCMPKQFOUSZ ٌرٕך剑黝⻉満⸂⻉חכ⡦ָ䗳銲ַ
• %FQUIXJTF TFQBSBCMFDPOWPMVUJPOT 殴鴥ך倯ぢⴓ鍑鎘皾 • ؿ؍ٕة؟؎ؤָYה⚛鎘皾חًٌٔ㾜ָ䗳銲הז ָծY欽ְֿהד♶銲חז ًٌٔ⢪欽ꆀ幾 • IUUQTRJJUBDPNUULEBJUFNTCGEEF
ٌغ؎ٕ$16湡简דך満⸂⻉⢽.PCJMF/FU
• 8JOPHSBE 殴鴥''5ד䒭㢌䕎׃ג鎘皾 • *OUFMO(SBQIכYזוך8JOPHSBE؟ه٦ز • IUUQTHJUIVCDPN/FSWBOB4ZTUFNTOFPO ٌغ؎ٕ$16湡简דך満⸂⻉⢽4RVFF[F/FU
'JSFCBTFח،حفٗ٦س׃5'.PEFM荈⹛剑黝⻉ ٥ؒحآぢֽ㷕统幥ٌرٕ剑黝⻉䩛岀ךׇ֮䪮 • IUUQTBJHPPHMFCMPHDPNDVTUPNPOEFWJDFNMNPEFMTIUNM ٥礵䏝衅הׁ׆ח$16ًٌٔ؝أزծٌرٕ؟؎ؤ幾 ٥♳鎸幾ח״غحذٔ٦؝أز♴ָ -FBSO$PNQSFTT 'JSFCBTF䲿⣘彊⪒⚥
⚺ז䩛岀 1SVOJOHSFEVDFTNPEFM • ٌرٕ遤ⰻד穠卓䕦갟ָ㼰זְ⦼ח • ٌرٕ؟؎ؤך幾 2VBOUJ[BUJPO • XFJHIUך⦼⻉װXFJHIUך呞侧幾ח״鎘皾؝أزפׅ •
$16ד⦼怴皾כ9/03ד⚛鎘皾דֹ +PJOUUSBJOJOHBOEEJTUJMMBUJPO • 㣐ֹז㷕统幥ٌرٕ侄䌌ה׃גծ؟؎ؤך㼭ְׁٌرٕ㷕统 • 䩛岀姻然ח鷄ִגְתׇ -FBSO$PNQSFTT 'JSFCBTF䲿⣘彊⪒⚥
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• "OESPJE//"1*؟ه٦ز
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• .-,JU⢪ֲה㷕统幥ٌرٕꂁ⥋װ䱿锷כזהַז • ر٦ة ꧊װ㷕统כⰕ䒭؟ه٦ز㢩 • ؟ه٦ز㢩וֲַָׅ孡חז➂כ如ךإحءّٝד • ְְ濼ְ➂כ⟃♴ח،ؙإأ • IUUQTXXXPQUJNDPKQSFDSVJU
תה
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• IUUQTHJUIVCDPN.JDSPTPGU&-- ,FSBT1MBJE.- "(1-זךד㉀欽岣䠐 • IUUQTHJUIVCDPNQMBJENMQMBJENM 1BEEMF1BEEMF #BJEVך堣唒㷕统ؿٖ٦يٙ٦ؙ • IUUQTHJUIVCDPN1BEEMF1BEEMF.PCJMF
2"OESPJE5IJOHTכؒحآ鎘皾ח⢪ִזְַ "植朐ְֲֲ䕵ⶴ実גְזְ״ֲחִ 9JWFMZד($1ד䗳銲הׅر٦ةֽ鷏⥋ׇֿׁהח꧊⚥ "OPWFSWJFXPG$MPVE*P5$PSF (PPHMF*0 • IUUQTXXXZPVUVCFDPNXBUDI WLQ&U92BL