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AWS DeepRacerで機械学習を始めませんか?

B79aa1fcbc78a401270b70a7fcac9af9?s=47 yamakage92
December 11, 2018

AWS DeepRacerで機械学習を始めませんか?

B79aa1fcbc78a401270b70a7fcac9af9?s=128

yamakage92

December 11, 2018
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  1. "84%FFQ3BDFSͰ ػցֶशΛ࢝Ί·ͤΜ͔ʁ גࣜձࣾϠϓϦ ࢁӨɹ७໵

  2. ࣗݾ঺հ w ࢁӨɹ७໵ʢ΍·͔͛ɹ͡ΎΜ΍ʣ w αʔόαΠυΤϯδχΞ w ೥݄ʹגࣜձࣾϠϓϦʹೖࣾ w ೖࣾͯ͠ϲ݄ܦͨͣʹSF*OWFOUʹߦ͚Δ ͜ͱʹ

    w ӳޠ͸ۤखͰ͢ɻ
  3. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  4. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  5. ͢΂ͯ͸ ͔͜͜Β͸͡·ͬͨ

  6. ͸͡·Γ·ͨ͠ʂ,FZOPUFʂʂ

  7. $&0ͷ"OEZ+BTTZ͞Μ

  8. ,FZOPUF%BZͷ৽ػೳ·ͱΊ w "NB[PO(MBDJFS %FFQ"SDIJWF w "NB[PO'4YGPS 8JOEPXT'JMF4FSWFS w "NB[PO'4YGPS -VTUSF

    w "84$POUSPM5PXFS w "844FDVSJUZ)VC w "NB[PO-BLF 'PSNBUJPO w "NB[PO5JNFTUSFBN w "NB[PO2VBOUVN -FEHFS%BUBCBTF w "NB[PO.BOBHFE #MPDLDIBJO w "NB[PO&MBTUJD *OGFSFODF w "84*OGFSFOUJB w "84.BSLFUQMBDF GPS.BDIJOF -FBSOJOH w "84%FFQ3BDFS w "NB[PO5FYUSBDU w "NB[PO1FSTPOBMJ[F w "NB[PO'PSFDBTU w "840VUQPTUT w "NB[PO%ZOBNP%# POEFNBOE w "NB[PO4BHF.BLFS OFP w "84-JDFOTF .BOBHFS w "84"QQ.FTI w "84$MPVE.BQ
  9. ,FZOPUF%BZͷ৽ػೳ·ͱΊ w "NB[PO(MBDJFS %FFQ"SDIJWF w "NB[PO'4YGPS 8JOEPXT'JMF4FSWFS w "NB[PO'4YGPS -VTUSF

    w "84$POUSPM5PXFS w "844FDVSJUZ)VC w "NB[PO-BLF 'PSNBUJPO w "NB[PO5JNFTUSFBN w "NB[PO2VBOUVN -FEHFS%BUBCBTF w "NB[PO.BOBHFE #MPDLDIBJO w "NB[PO&MBTUJD *OGFSFODF w "84*OGFSFOUJB w "84.BSLFUQMBDF GPS.BDIJOF -FBSOJOH w "84%FFQ3BDFS w "NB[PO5FYUSBDU w "NB[PO1FSTPOBMJ[F w "NB[PO'PSFDBTU w "840VUQPTUT w "NB[PO%ZOBNP%# POEFNBOE w "NB[PO4BHF.BLFS OFP w "84-JDFOTF .BOBHFS w "84"QQ.FTI w "84$MPVE.BQ ࠓ೔͸͜Εʂ
  10. "84%FFQ3BDFS

  11. "84%FFQ3BDFS

  12. "84%FFQ3BDFS

  13. "84%FFQ3BDFS-FBHVF4FBTPO

  14. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  15. ͍͟ʂ.(.΁ʂʂ w ,FZOPUFͷձ৔ͷ7FOFUJBO͔Β.(.΁γϟ τϧόεͰ෼͘Β͍ w ,FZOPUF͕ऴΘ͔ͬͯΒ෼ޙʹ։࠵ w େࠞࡶ͕༧૝͞Εͨ w ,FZOPUF͕ऴΘΔલʹग़·ͨ͠

    w .(.ͷ৔ॴ͸Θ͔Δ͚Ͳɺϗςϧ಺ͷͲ͜ ͰϫʔΫγϣοϓ͕͋Δ͔Θ͔Βͳ͔ͬͨ
  16. w .(.ͷձ৔ͷ"TL.Fͷਓʹฉ͍ͯ΋Θ͔ Βͳ͔ͬͨ w ͨ·ͨ·લ೔ਂ໷ɺӈͷײ͡ͰϫʔΫγϣο ϓ͕૿͍͑ͯΔͷΛ஌͍ͬͯͨ w 3PCPDBS3BMMZ %FFQ3BDFSͩΑͶʁ

  17. ਖ਼ղʂ%FFQ3BDFSͰͨ͠ʂ

  18. %FFQ3BDFS͸ڧԽֶश

  19. ڧԽֶशͱ͸ʁ w ڧԽֶशʢ͖ΐ͏͔͕͘͠Ύ͏ɺӳ3FJOGPSDFNFOUMFBSOJOHʣͱ͸ɺ͋ Δ؀ڥ಺ʹ͓͚ΔΤʔδΣϯτ͕ɺݱࡏͷঢ়ଶΛ؍ଌ͠ɺऔΔ΂͖ߦಈΛ ܾఆ͢Δ໰୊Λѻ͏ػցֶशͷҰछɻΤʔδΣϯτ͸ߦಈΛબ୒͢Δ͜ͱ Ͱ؀ڥ͔ΒใुΛಘΔɻڧԽֶश͸Ұ࿈ͷߦಈΛ௨ͯ͡ใु͕࠷΋ଟ͘ಘ ΒΕΔΑ͏ͳํࡦ QPMJDZ Λֶश͢Δɻ୅දతͳख๏ͱͯ͠5%ֶश΍2ֶ श͕஌ΒΕ͍ͯΔɻ

    ग़యϑϦʔඦՊࣄయʰ΢ΟΩϖσΟΞʢ8JLJQFEJBʣʱΑΓ IUUQTKBXJLJQFEJBPSHXJLJ&#$#&$&"%"&#'
  20. None
  21. ࠓճͷίʔε͸͜Μͳײ͡

  22. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  23. %FFQ3BDFS$POTPMFͷϑϩʔ

  24. ࣮ࡍͷ$POTPMFը໘

  25. 3FXBSEGVODUJPOͷઃఆ

  26. ༻ҙ͞Ε͍ͯͨιʔε͸͜Μͳײ͡

  27. ͜ΜͳύϥϝʔλΛड͚औΕΔ

  28. )ZQFSQBSBNFUFSͷઃఆ

  29. NBYͷֶश࣌ؒͷઃఆ

  30. None
  31. %FFQ3BDFSTJNVMBUPSBSDIJUFDUVSF

  32. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  33. %FFQ3BDFSΛ૊ΈཱͯͯΈͨ ࢀߟɿ(FUUJOH4UBSUFEXJUI"84%FFQ3BDFS IUUQTBXTBNB[PODPNKQEFFQSBDFSHFUUJOHTUBSUFE

  34. ·্ͣͷΫϦοϓ̐ͭΛ֎͠ɺΧόʔΛ֎͢

  35. ࣍ʹ͜ͷΫϦοϓ̐ͭΛ֎͠ɺ্ͷϢχοτΛ্࣋ͪ͛Δ

  36. ੨͍όοςϦʔΛܨ͙ ͜͜Λܨ͙ ͬͪ͜͸ॆి༻

  37. ܨ͍ͩ੨͍όοςϦʔΛ૷ண ͜͜ʹ૷ண Ϟʔλʔ෦෼ͷ0/ 0''εΠον͸͜͜

  38. ࠇ͍όοςϦʔΛ૷ணɻ64#UZQFDΛܨ͙ɻ όοςϦʔΛ͜͜ʹ ૷ண 64#UZQFDΛܨ͙

  39. ্ͷϢχοτͷిݯ͸͜͜

  40. ͋͞ɺಈ͔ͦ͏ʂʂʂ

  41. Ͱ΋ɺͲ͏΍ͬͯૢ࡞͢Δͷʁ

  42. %FFQ3BDFSʹϑΝΠϧΛσϓϩΠ w IUUQTEBXTTUBUJDDPNEFFQSBDFSXJpDSFETUYUΛμ΢ϯϩʔυ w ௥هͨ͠ϑΝΠϧΛ64#ϝϞϦܦ༝ͰσϓϩΠ͢Δ ܨ͍͗ͨ8Jpͷ44*%ͱύεϫʔυΛ௥ه͢Δ

  43. σϓϩΠ͸64#ϝϞϦܦ༝ 64#ϝϞϦ͸ ͜͜ʹܨ͙

  44. 8Jpʹ઀ଓ͞ΕΔͱ-&%͕੨͘఺౮ ͕͜͜఺౮͢Δ

  45. 64#ϝϞϦ಺ʹϑΝΠϧ͕Ͱ͖Δ ϓϥΠϕʔτ*1 $BSͷϗετ໊

  46. औಘͨ͠*1Λϒϥ΢βͰ௚઀ೖྗ $BSͷंମఈʹύε ϫʔυ͕͋Δ

  47. ϚχϡΞϧϞʔυͰૢ࡞Մೳʹʂʂ ͜͜Λ.BOVBMʹ εϐʔυΛʙͷؒͰઃఆͰ͖Δ $BS͔Βͷࢹքɻͪΐͬͱ஗Ԇ͋Γ·͢ɻ λονͰૢ࡞ʂʂ ԼͰલʹਐΈɺӈͰࠨʹۂ͕Δɻ ήʔϜͰҰൠతͳ൓సϞʔυɻ

  48. Ϟσϧ͸NPEFMTϑΥϧμʹೖΕͯσϓϩΠ ͔͜͜Βμ΢ϯϩʔυɻ ֶशத͸μ΢ϯϩʔυ Ͱ͖ͳ͍ μ΢ϯϩʔυͨ͠Βɺ64#ϝϞϦʹʮNPEFMTʯ ϑΥϧμΛ࡞੒͠ɺͦͷதʹμ΢ϯϩʔυͨ͠ NPEFMΛͦͷ··ೖΕΔ 8Jpͱಉ༷ͷखॱͰ σϓϩΠ͢Δ

  49. ΞδΣϯμ w,FZOPUFͰಥવൃද͞Εͨ%FFQ3BDFS wϫʔΫγϣοϓʹࢀՃ wίϯιʔϧ΍ΞʔΩςΫνϟ w%FFQ3BDFSຊମͷ૊ΈཱͯˍσϓϩΠํ๏ wେձͷ݁Ռɺͦͯ͠ɾɾɾ

  50. ͍͟ɺ"84%FFQ3BDFS -FBHVF4FBTPO

  51. ձ৔͸͜Μͳײ͡

  52. ݁ՌɾɾɾࢂഊͰͨ͠ɻ

  53. None
  54. ػցֶशΛ࢝Ί·ͤΜ͔ʁ

  55. None
  56. None
  57. ͨͩɺ೔ຊൃച·ͩɻɻɻ

  58. %FFQ3BDFSಉ޷ձ4MBDL IUUQTCJUMZEFFQSBDFS

  59. Ͱ͸ɺདྷ೥ͷSF*OWFOUͰ ձ͍·͠ΐ͏ʂʂ

  60. ͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠