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Food Image Recognition

Avatar for Naoki Kobayashi Naoki Kobayashi
August 04, 2016
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Food Image Recognition

Avatar for Naoki Kobayashi

Naoki Kobayashi

August 04, 2016
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  1. ʲձࣾ֓ཁʳ ਓͷߦಈΛม͑ɺ݈߁Λ࣮ݱ͢Δ ΢ΣϧωεΧϯύχʔ ؃ޢࢣɺҩࢣɺༀࡎࢣɺτϨʔφʔɺӫཆ࢜ɺݚڀऀɺ ΤϯδχΞ౳Ͱߏ੒͞ΕͨϓϩϑΣογϣφϧूஂ ʲϝσΟΞܝࡌʳ ઃཱɿ ॴࡏ஍ɿ౦ژ౎ઍ୅ా۠༗ָொ ৽༗ָொϏϧ̑֊ ࢿຊۚɿ

    ඦສԁ ैۀһɿ໊ʢਖ਼ࣾһ໊ɺΞϧόΠτΠϯλʔϯ໊ʣ ೔ςϨ/&84 ςϨϏ౦ژ ೔ຊܦࡁ৽ฉ ே೔৽ฉ 'PSCFT "&3" ϓϨδσϯτ΢ʔϚϯ िץμΠϠϞϯυ ౦༸ܦࡁ 70$& ೔ܦϏδωε ౳ ʲड৆ྺʳ *74 'PSCFT 5FDI$SVODIελʔτΞοϓότϧ +PC$SFBUJPO ΠϯσϖϯσϯπΫϥϒେ৆ਓ޻஌ೳϋοΧιϯ ϛϥΠ*5Ξϫʔυ
  2. 'J/$μΠΤοτՈఉڭࢣ • ΞϓϦΛ௨ͨ͡ͷϚϯπʔϚϯࢦಋ • ظؒ͸೔ؒ • Ϣʔβʔ͸ຖ೔ͷਭ຾ɾ৯ࣄɾੜ׆श׳ Λه࿥ • ৯ࣄͷه࿥ʹରͯ͠ɺଞͷσʔλ΋Ճຯ

    ্ͨ͠Ͱɺઐ໳Ո͔ΒΞυόΠε͕͘Δ • ແཧΛ͢ΔͷͰ͸ͳ͘ɺʮਖ਼͍͠ʯੜ׆ श׳ΛֶΜͰ΋Β͏͜ͱͰɺ݁Ռͱͯ͠ ૫ͤΔ
  3. ৯ࣄࢦಋʹ͍ͭͯ c6M 3 d l a a t my t

    u p 6 t 517 51 5 r tg u q n g u n g tg u t k tyk (e e t l t‒h ko g q t‒hk o3 p 9 r e 2q l g l n l n t g u o t‒h
  4. ৯ࣄࢦಋͰߦΘΕ͍ͯΔλεΫ ᶃ ͍ࣸͬͯΔ৯ࣄͷೝࣝ Þ Կ͕ ɾԿछྨ ɾͲΕ͘Β͍ ͷೝࣝ ᶄ ҟৗͳ;Δ·͍ͷݕ஌

    Þ ৯ࣄͷภ৯ɾਭ຾ମॏͷҟৗ ᶅ จষͷ࡞੒ ৯ࣄͷը૾ೝࣝ ࣌ܥྻσʔλͷҟৗݕ஌ ·ͣ͸ϧʔϧϕʔε
  5. ͍ࣸͬͯΔ৯ࣄͷೝࣝͷํ਑ • Կ͕͍ࣸͬͯΔ͔ • $MBTTJGJDBUJPOXJUI$POWPMVUJBOM /FVSBM/FUXPSLT • Կछྨ͍ࣸͬͯΔ͔ • %FUFDUJPOXJUI'BTUFS3$//CBTFE.PEFMT

    • ͲΕ͘Β͍ͷྔ͔ • ΞΠσΞ·ͰͰ͖͍ͯΕ͹ɺྫ͑͹ถཻͱ͍ͬͨ͋Δఔ౓େ͖͕ܾ͞·ͬͨ ΋ͷΛೝࣝͯ͠ɺਪఆ͍ͨ͠෺ମͷྖҬͷେ͖͔͞Βମੵͷਪఆ ͸ਐߦத ͸ࠓ͔Β ͸·ͩํ๏Λݕ౼த
  6. ৯ࣄը૾ͷΫϥε෼ྨ Φʔϓϯͳ৯ࣄը૾σʔλ6&$'00%Λར༻ͯ͠ɺ$BGGF/FUΛ'JOFUVOFͯ͠ɺ ৯ࣄͷը૾ͰͲΕ͘Β͍$//ʹΑΔΫϥε෼ྨͰਫ਼౓͕ग़Δͷ͔Λ֬ೝ C536>>4 %% ͝͸Μ ͏ͳॏ ϐϥϑ ਌ࢠက Χπက

    ΧϨʔϥΠε ण࢘ νΩϯϥΠε νϟʔϋϯ ఱက ϏϏϯό τʔετ Ϋϩϫοαϯ ϩʔϧύϯ Ϳͱ͏ύϯ ૜ࡊύϯ ϋϯόʔΨʔ ϐβ αϯυ΢Οον FUDʜ L S/ RRHGEP PRFM HE E I %% L PO
  7. ෼ྨʹࣦഊͨ͠σʔλͷྫ g tg r gy y l tg h iy

    u r 3 3 o RS RS a l m RS( a a RS) a a RS m a a a
  8. ࠓޙͷऔΓ૊Έྫ • l g k • 1 9 0 l

    u • 1PE R IGLE MGEO B UN gy a • 4I IG MR 6E IU 3 • 6RRH T E M Y HI IG MR • • 1 RPEOY 4I IG MR • • AB RU 7 C gy7I IUE MR PRHIO