20170204-meganeco

C-LIS CO., LTD.

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ݱࡏͷߏ੒ Downloader Face Detection Megane Detection API 5FOTPS'MPX 確認・修正
認識結果 JSON ܇࿅ λΠϜϥΠϯ ϝσΟΞ データセット ܇࿅

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܇࿅ 12万ステップ学習後のテストデータによる正答率 96%

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ݱࡏͷߏ੒ Downloader Face Detection Megane Detection API 5FOTPS'MPX 確認・修正
認識結果 JSON ܇࿅ λΠϜϥΠϯ ϝσΟΞ データセット ܇࿅

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σʔληοτʢ5'3FDPSEʣ ࠜઇΕ͍

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೥݄೔  σΟʔϓϥʔχϯάʹΑΔࣗવݴޠॲཧͱνϟοτ#05ͷجૅ http://ascii.jp/elem/000/001/418/1418261/ ɹߨࢣ͸ɺʰ1ZUIPOͰମݧ͢Δਂ૚ֶशʱʢίϩφࣾʣɺʰσΟʔϓϥʔχϯ άɺϏοάσʔλɺػցֶश͋Δ͍͸ͦͷ৺ཧֶʱʢ৽༵ࣾʣͷஶऀͰ͋Γɺ ਓ޻஌ೳֶձ೥౓ݚڀձ༏ल৆ʢ4*(-4&͜ͱ͹޻ֶݚڀձʮχϡʔϥϧ ωοτϫʔΫ෺ޠੜ੒Ϟσϧʯ୯ஶʣΛड৆ͷઙ઒৳Ұࢯɺʰ5FOTPS'MPX͸ ͡Ί·࣮ͨ͠ફʂ࠷৽(PPHMFϚγϯϥʔχϯάʱʢΠϯϓϨε3%ɾ /FYU1VCMJTIJOHʣͷ༗ࢁܓೋࢯͰ͢ɻ

:0-03FBM5JNF0CKFDU%FUFDUJPO You only look once (YOLO) is a state-of-the-art, real-time
object detection system. On a Titan X it processes images at 40-90 FPS and has a mAP on VOC 2007 of 78.6% and a mAP of 44.0% on COCO test-dev. http://pjreddie.com/darknet/yolo/

ୈճશ೴ΞʔΩςΫνϟษڧձ  ʙࣦޠ঱ΛΊ͙ͬͯʙ ೔ɹ࣌ɿ೥݄೔ʢ౔ʣʢ։৔ʣ ৔ɹॴɿגࣜձࣾϦΫϧʔτςΫϊϩδʔζΞΧσϛʔϗʔϧ ౦ژ౎ઍ୅ాؙ۠ͷ಺άϥϯτ΢Ωϣ΢α΢ελϫʔ'  IUUQXXXSFDSVJUKQDPNQBOZBCPVUP⒏DFIUNM ʢגࣜձࣾϦΫϧʔτςΫϊϩδʔζ༷ͷ͝ްҙʹΑΔձ৔͝ఏڙʣ ఆɹһɿҰൠ࿮ʢࣾձਓ͓Αͼֶੜͷํʣ໊ɹֶੜ࿮໊ ˞ఆһʹୡ࣍͠ୈకΊ੾Βͤͯ௖͖·͢ ˞ֶੜͷํ͸ઌֶͣੜ࿮͔Β͓ਃ͠ࠐΈԼ͍͞ɻֶੜ࿮͕ຬ੮ͷ৔߹͸Ұൠ࿮͔Β΋ਃ͠ࠐΊ·͢ɻ
ࢀՃඅɿແྉ ओɹ࠵ɿ/10๏ਓશ೴ΞʔΩςΫνϟɾΠχγΞςΟϒ ޙɹԉɿגࣜձࣾυϫϯΰ https://wba-meetup.doorkeeper.jp/events/57007/

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͘͞ΒͷߴՐྗίϯϐϡʔςΟϯά https://blog.keiji.io/2016/12/tensorﬂow_advent_calendar.html 「さくらの⾼高⽕火⼒力力」でTensorFlow

τϥΠΞϧ൛ʢ.BYXFMMΞʔΩςΫνϟʣ https://www.sakura.ad.jp/koukaryoku/ 9FPO$PSFʷ .FNPSZ(# 44%(#ʷ̎ 3"*% (F'PSDF(595*5"/9ʢ.BYXFMM (SBQIJD.FNPSZ(#ʣʷ̐

    MPTTFTUGHFU@DPMMFDUJPO MPTTFT   UPUBM@MPTTUGBEE@O MPTTFT OBNFUPUBM@MPTT     MPTT@BWFSBHFTUGUSBJO&YQPOFOUJBM.PWJOH"WFSBHF OBNFBWH   MPTT@BWFSBHFT@PQMPTT@BWFSBHFTBQQMZ MPTTFT <UPUBM@MPTT>     XJUIUGDPOUSPM@EFQFOEFODJFT <MPTT@BWFSBHFT@PQ>   UPUBM@MPTTUGJEFOUJUZ UPUBM@MPTT     SFUVSOUPUBM@MPTT .VMUJ(16ରԠ https://blog.keiji.io/2016/12/tensorﬂow_advent_calendar.html

DJGBS@NVMUJ@HQV@USBJOQZCSFBLTXJUINPSFUIBO(16  https://github.com/tensorﬂow/tensorﬂow/issues/5652

    MPTTFTUGHFU@DPMMFDUJPO MPTTFT   UPUBM@MPTTUGBEE@O MPTTFT OBNFUPUBM@MPTT     IUUQTHJUIVCDPNUFOTPSGMPXUFOTPSGMPXJTTVFT    SFUVSOUPUBM@MPTT .VMUJ(16ରԠ https://github.com/tensorﬂow/tensorﬂow/issues/5652

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C-LIS CO., LTD. ֤੡඼໊ɾϒϥϯυ໊ɺձ໊ࣾͳͲ͸ɺҰൠʹ֤ࣾͷ঎ඪ·ͨ͸ొ࿥঎ඪͰ͢ɻຊࢿྉதͰ͸ɺɺɺäΛׂѪ͍ͯ͠·͢ɻ ຊࢿྉ͸ɺ༗ݶձࣾγʔϦεͷஶ࡞෺Ͱ͢ɻܝࡌ͞Ε͍ͯΔΠϥετ͸ɺಛʹهࡌ͕ͳ͍৔߹͸ࠜઇΕ͍ͷஶ࡞෺Ͱ͢ɻ ຊࢿྉͷશ෦ɺ·ͨ͸Ұ෦ʹ͍ͭͯɺஶ࡞ऀ͔ΒจॻʹΑΔڐ୚Λಘͣʹෳ੡͢Δ͜ͱ͸ې͡ΒΕ͍ͯ·͢ɻ

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