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ペパボ研究所がOneLoveな理由/Why pepaken is one love

ペパボ研究所がOneLoveな理由/Why pepaken is one love

ペパボ研究所 やさしい発表会 - ペパボ研究所で事業を差別化する -

monochromegane

July 06, 2017
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  1. - ϖύϘݚڀॴͰࣄۀΛࠩผԽ͢Δ - ࡾ୐༔հ / Pepabo R&D Institute, GMO Pepabo,

    Inc. 2017.07.06 ϖύϘݚڀॴ ༏͍͠ൃදձ ϖύϘݚڀॴ͕OneLoveͳཧ༝
  2. 11

  3. 17

  4. ಛ௃ྔม׵ 18 Service Object Storage GCP image to data data

    to feature vectorizer by Inception-v3 Annoy Workers • ͋Δ࣌఺·Ͱͷ࡞඼ը૾ҰཡΛಛ௃ྔʹม׵͢Δ • ม׵ͨ͠ಛ௃ྔҰཡΛۙࣅۙ๣୳ࡧσʔλϕʔεʹ౤ೖ͢Δ
  5. • ۙࣅۙ๣୳ࡧσʔλϕʔεΛmruby-annoy + ngx_mrubyʹͯAPIԽ • ࡞඼ৄࡉʹྨࣅը૾Λ༻͍ͨؔ࿈࡞඼Λදࣔ͢Δ 19 ྨࣅը૾ݕࡧ Nyah mruby-annoy

    on ngx_mruby products#show product_id nearest products CTR Analytics NNS ˞ۙࣅۙ๣୳ࡧ࣌ʹେ෦෼ͷΠϯσο Ϋε΁ͷΞΫηε͕ൃੜ͢ΔͨΊ࣮༻ తͳ଎౓ΛಘΔͨΊʹ͸σʔλϕʔε ϑΝΠϧ͕શͯϖʔδΩϟογϡʹࡌ ΔαΠζͷϝϞϦ͕ඞཁ
  6. ΫϦοΫ཰ͱίϯόʔδϣϯ཰ 22 طଘ ఏҊ $53   $73  

    ˞ఏҊख๏ʹΑΔબఆ͕ߦ͑ͳ͍৔߹ʹαʔϏεͷ ػձଛࣦΛආ͚ΔͨΊطଘख๏ʹΑΔબఆΛߦͬͯ ͍ΔͨΊݕূظؒதͷ֤ख๏ͷදׂࣔ߹͸طଘ ɺఏҊͰ͋ͬͨ ˞ίϯόʔδϣϯ཰͸ΫϦοΫ਺ʹର͢Δߪೖ਺͔ ΒٻΊͨ طଘ ఏҊ ૉࡐɾࡐྉγΣϧ   ૉࡐɾࡐྉϦϘϯɾςʔϓ   ૉࡐɾࡐྉϘλϯ   ͵͍͙ΔΈɾਓܗ͋Έ͙ΔΈ   χοτɾฤΈ෺ηʔλʔɾΧʔσΟΨϯ   ఏҊख๏͕༗ޮͰ͋ͬͨΧςΰϦ
  7. ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ 23 ࡾ୐ ༔հ, দຊ ྄հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠,

    ಛ௃நग़ثͷֶ शͱߪങཤྺΛඞཁͱ͠ͳ͍ྨࣅը૾ʹΑΔؔ࿈঎඼ݕࡧγ εςϜ, ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, Vol.2017-IOT-37(4), pp.1-8, May 2017 http://id.nii.ac.jp/1001/00178892/
  8. Gannoy Approximate nearest neighbor search server and dynamic index written

    in Golang. https://github.com/monochromegane/gannoy
  9. GannoyʹΑΔಈతΠϯσοΫεߋ৽+ྨࣅը૾ݕࡧ 26 Features Similar items Gannoy [2048]float64 query by http

    find similar features mapping similar features to items response Deep CNN index Features [2048]float64 Deep CNN register by http
  10. 37 ܭըతΦʔτεέʔϦϯάͷධՁ ΞΫηεස౓ͷਪҠ ೔͋ͨΓΞΫηεස౓ͷඪ४ภࠩ͸"܈ ը ૾্ Ͱ໿͔Β໿ʹɺ#܈ ը ૾Լ Ͱ͸໿͔Β໿ʹมԽɻ

    ख๏ద༻ޙʹεϧʔϓοτ͕҆ఆ͍ͯ͠Δ ͜ͱ͕Θ͔Δɻ ˞"܈ͷ૿Ճ͸Լݶ୆਺ӡ༻ͱͳͬͨ࣌ؒଳ ͷ୆͋ͨΓͷεϧʔϓοτ஋૿ՃʹΑΔ΋ ͷͱߟ͑ΒΕΔ
  11. ݚڀใࠂΠϯλʔωοτͱӡ༻ٕज़ʢIOTʣ 38 ࡾ୐ ༔հ, দຊ ྄հ, ྗ෢ ݈࣍, ܀ྛ ݈ଠ࿠,

    ΞΫηεස౓༧ ଌʹجͮ͘Ծ૝αʔόͷܭըతΦʔτεέʔϦϯά, ݚڀใࠂ Πϯλʔωοτͱӡ༻ٕज़ʢIOTʣ, Vol.2017-IOT-38(13), pp.1-8, June 2017 http://id.nii.ac.jp/1001/00182375/
  12. 1. ೖग़ྗ͕Cloud Storageܦ༝ 2. ܇࿅ϓϩάϥϜͱͯ͠TensorFlowΛ࠾༻ 3. ΦϯϥΠϯ༧ଌαʔϏεʹΑΓϞσϧͷAPIԽ 1. ֶश݁Ռ͸Cloud StorageʹอଘɺϩʔΧϧͰͷར༻΋

    4. ෼ࢄܕͷτϨʔχϯάΠϯϑϥͱෛՙ෼ࢄαʔϏεͱͷ࿈ܞ 42 Google Cloud ML EngineͰߟ͑Δ ※ ݕ౼ʹؔ͢Δৄࡉ: 
 http://rand.pepabo.com/article/2017/01/18/pepabo-ml-platform-and-workflow/
  13. StarChart StarChart is a tool to manage Google Cloud Machine

    Learning training programs and model versions https://github.com/monochromegane/starchart
  14. • ϖύϘݚڀॴ • http://rand.pepabo.com/ • ಛ௃நग़ثͷֶशͱߪങཤྺΛඞཁͱ͠ͳ͍ྨࣅը૾ʹΑΔؔ࿈঎඼ݕࡧγεςϜ • http://rand.pepabo.com/article/2017/06/19/iot37-miyakey/ • ΞΫηεස౓༧ଌʹجͮ͘Ծ૝αʔόͷܭըతΦʔτεέʔϦϯά

    • http://rand.pepabo.com/article/2017/06/28/iot38-miyakey/ • Google Cloud ML Λ༻͍ͨػցֶशج൫ͷߏஙͱӡ༻ • https://speakerdeck.com/monochromegane/pepabo-ml-infrastructure-starchart • 2017೥ͷςʔϚ: One Love • http://blog.kentarok.org/entry/2016/12/21/002537 48 ࢀߟ