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地方コミュニティからデータ分析の仕事を始めた話と Tesseract-OCR ver.4による文字認識・学習手法(PyCon mini SAPPORO登壇資料)

yasubei
May 11, 2019

地方コミュニティからデータ分析の仕事を始めた話と Tesseract-OCR ver.4による文字認識・学習手法(PyCon mini SAPPORO登壇資料)

1.地方コミュニティからデータ分析のお仕事を始めた話
2.Tesseract-OCR ver.4による文字認識・学習手法
- 環境のセットアップ〜とりあえず文字認識まで
- 推論(文字認識)をいろいろ試す
- LSTMについて
- 学習の方法(スクラッチ)
- 学習の方法(Fine Tuning)

yasubei

May 11, 2019
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    ஍ํίϛϡχςΟ͔Βσʔλ෼ੳͷ͓࢓ࣄΛ࢝Ίͨ࿩
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    ஍ํίϛϡχςΟ͔Β
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    σʔλ෼ੳͷ࢓ࣄ ࢲͷྫ

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  9. ©)VHLVOJOD

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    Έͳ͞Μڵຯ͋Γ·͢ΑͶʙʁ
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  11. ©)VHLVOJOD

    ԭೄͷ1ZUIPOɾػցֶशίϛϡχςΟ
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    ԭೄͷ1ZUIPOɾػցֶशίϛϡχςΟ
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    ԭೄͷ1ZUIPOɾػցֶशίϛϡχςΟ
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  14. ©)VHLVOJOD

    ԭೄͷ1ZUIPOɾػցֶशίϛϡχςΟ
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  15. ©)VHLVOJOD

    σʔλ෼ੳͷ࢓ࣄʹͭ͘·Ͱʹ
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  16. ©)VHLVOJOD

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    σʔλ෼ੳͷ࢓ࣄʹͭ͘·Ͱʹ
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  23. ©)VHLVOJOD

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  24. ©)VHLVOJOD

    5FTTFSBDU0$3WFSʹΑΔจࣈೝࣝɾֶशख๏
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  25. ©)VHLVOJOD

    UFTTFSBDUPDSͱ͸ʁ

    Ҿ༻ݩ 8JLJIUUQT[email protected] TPGUXBSF

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  26. ©)VHLVOJOD

    UFTTFSBDUPDSͱ͸ʁ

    Ҿ༻ݩ [email protected] TPGUXBSF

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  27. ©)VHLVOJOD

    چόʔδϣϯ UFTTFSBDUPDS
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  28. ©)VHLVOJOD

    UFTTFSBDUPDSͷੑೳ
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    Ҿ༻ݩ ([email protected]#VJMEJOHB.VMUJ-JOHVBM0$3&OHJOFQEG

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  29. ©)VHLVOJOD

    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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    Ϋϥ΢υະܦݧऀʹ΋ߏஙͰ͖ΔΑ͏"84ͷΠϯελϯε࡞੒͔Β͝঺հ͠·͢ɻ

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  30. ©)VHLVOJOD

    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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    ͢ɻ
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    1Z5PSDIΛηοτΞοϓࡁΈͷ".*Λ࢖༻͢Δ
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    తTUBCMFͳόʔδϣϯ͕ೖ͍ͬͯΔ͜ͱ͕ଟ͍Ͱ
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  31. ©)VHLVOJOD

    +VQZUFS/PUFCPPLΛىಈ͢ΔઃఆΛߦ͍·͢ɻ
    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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  32. ©)VHLVOJOD


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  33. ©)VHLVOJOD


    TVQFSWJTPSΠϯετʔϧ
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    ʢ͜ͷઃఆ͸͠ͳͯ͘΋େৎ෉Ͱ͢ɻ·ͨSDMPDBMͳͲଞͷखஈͰ΋୅ସ͑ՄೳͰ͢ʣ

    DPOG௥Ճ
    TVQFSWJTPSͷDPOGΛ࡞Γ·͢ɻ

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    TVEPBQUHFUVQEBUF
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    TVEPWJNFUDTVQFSWJTPSDPOGEOPUFCPPLDPOGҎԼΛॻ͖ࠐΉˣ
    ŠŠŠŠŠŠŠŠŠŠŠŠŠŠŠŠ

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  34. ©)VHLVOJOD


    αΠτͰ֬ೝ
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    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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    Δ͜ͱ͕ଟ͍ͨΊɺSDͳͲͷগ͠৽͍͠όʔδϣϯΛࢼ͠·͢ɻ࢓༷͕มΘΔλΠϛϯάΛઌऔΓ͓ͯ͘͜͠ͱͰɺҠߦλΠ
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  35. ©)VHLVOJOD

    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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    1BDLBHF"SDIJWF
    ΛΠϯετʔϧ

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    'PVOE44&

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  36. ©)VHLVOJOD

    UFTTFSBDUPDSͷ࠷৽൛Λࢼ͢

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    ·ͨɺਫ਼౓ॏࢹͷCFTUϞσϧʢ଎౓͕஗͍ʣ΋Πϯετʔϧ͠·͢ɻ
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    [email protected]FEEBUB05&44%"5"@13&'*[email protected]
    [email protected]FEEBUB05&44%"5"@13&'*[email protected]
    [email protected]@WFSUUSBJOFEEBUB15&44%"5"@13&'*9

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  39. ©)VHLVOJOD

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