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Machine learning classification of Shinkansen ...

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August 01, 2017
Technology
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Machine learning classification of Shinkansen images.

機械学習で新幹線の写真を撮る話

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yutakau

August 01, 2017

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Transcript

  1. ػցֶशͰ ৽װઢͷࣸਅΛ ࡱΔ࿩ 

  2. ࣗݾ঺հ :VUBLB6TVJ ΤϯδχΞ ڵຯͷ͋Δ෼໺ɿɹిࢠ޻࡞ɺ'1("ɺ ɹɹɹɹɹɹɹɹɹ̏%ϓϦϯςΟϯά

  3. ࣗ୐ͷϕϥϯμ͔Βͷ෩ܠ

  4. ৽װઢ͕Α͘ݟ͑Δ

  5. ͱ͜Ζ͕ ͜͏͍͏ϨΞͳ΍͕ͭ૸͍ͬͯΔͷΛݟͨ͜ͱ͕ͳ͍

  6. ࣗಈࡱӨͰ͸ɺଟ͗ͯ͢ݟͯΒΕͳ͍ ͱΓ͋͑ͣɺ୔ࢁࡱͬͯ ػցֶशͰ ৽װઢؚ͕·ΕΔը૾Λબผ͢Δ

  7. ೖྗը૾ ϦαΠζ ػցֶश ,FSBT 5FOTPSqPX ,FSBTɿɹEFFQMFBSJOHϑϨʔϜϫʔΫ 5FOTPSqPXɿEFFQMFBSOJOHϥΠϒϥϦ

  8. खॱ ʢ̍ʣσʔληοτ४උ ʢ̎ʣֶश ʢ̏ʣධՁ

  9. खॱ ʢ̍ʣσʔληοτ४උ ʢ̎ʣֶश ʢ̏ʣධՁ ର৅෺ʢ৽װઢʣͷ͍ࣸͬͯΔɺ͍ͳ͍Λख࡞ۀͰϥϕϦϯά ໿̍̌̌̌ຕͷ੩ࢭըΛ४උ

  10. खॱ ʢ̍ʣσʔληοτ४උ ʢ̎ʣֶश ʢ̏ʣධՁ

  11. खॱ ʢ̍ʣσʔληοτ४උ ʢ̎ʣֶश ʢ̏ʣධՁ

  12. ൑ఆ ֓Ͷݕग़Ͱ͖͍ͯΔ͕ ·ͩௐ੔͸ඞཁ

  13. ͞Βʹ ϥζύΠ΁ͷ૊ΈࠐΈʹτϥΠ ɹˠը૾൑ఆͷ૊ΈࠐΈΛૂ͕ͬͨɺ ɹɹ͏·͍͔ͣ͘ɻ ɹɹLFSBTͷҰ෦ϥΠϒϥϦ͕ίϯύΠϧͰ͖ͣɻ ɹɹͦ΋ͦ΋$16ೳྗෆ଍ͷՄೳੑ΋͋Δɻɻ

  14. ·ͱΊ ,FSBT UFOTPSqPX࢖ͬͯΈ·ͤΜ͔ʁ