ハッカソンプレゼン | 暮らしを診る眼 OheyaObeya 〜 AIで汚部屋を何とかするPJ

৺͕ߥΕΔͱɺ෦԰΋ߥΕΔ ฻Β͠Λ਍Δ؟ OheyaObeya

͜Μͳݴ༿Λ ฉ͍ͨ͜ͱ͸ ͋Γ·ͤΜ͔ʁ

෦԰ͷཚΕ͸ ৺ͷཚΕ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ͍ͭͷؒʹ͔෦԰͕ߥΕΔ ମྗ㽊 ؾྗ㽊

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ͍ͭͷؒʹ͔෦԰͕ߥΕΔ ମྗ㽊 ؾྗ㽊 େৎ෉ͩ ໰୊ͳ͍

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ͍ͭͷؒʹ͔෦԰͕ߥΕΔ ମྗ㽊 ؾྗ㽊 ֮ࣗ঱ঢ়ͳ͠

෦԰ ৺

෦԰ ೴ͷػೳ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ʮย෇͚ʯ͸ߴ౓ͳ೴ͷػೳ ᶃೝࣝ͢Δ ᶄ਱ߦ͢Δ ย෇͚ͳ͖Ό

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ʮย෇͚ΒΕͳ͍ʯ͕঱ঢ় ͏ͭප ೝ஌঱ "%)%

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE Ԛ෦԰͸೔ʹͯ͠੒Βͣ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE Ԛ෦԰͸೔ʹͯ͠੒Βͣ ѱ॥؀

OheyaObeya

OheyaObeya ೝࣝ ਱ߦ 4VQQPSU

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w"*Ͱ෦԰ͷঢ়گΛ൑அ ೝࣝͱ਱ߦΛαϙʔτ ͓෦԰ Ԛ෦԰ PS wҰఆظؒԚ෦԰͕ଓ͍ͨΒΞϥʔτ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w໰୊ઃఆΛʮصͷ্ʯʹ୯७Խ ࠓճͷϓϩτλΠϓͷൣғ ෦԰શମ ϦϏϯά ୆ॴ ৸ࣨ τΠϨ ݰؔ
صͷ্

How? Ͳ͏࣮ݱ͔ͨ͠?

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ "*ʹΑΔ෦԰ͷঢ়گ൑அ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ ը૾ೝࣝ ෺ମݕग़ "*ʹΑΔ෦԰ͷঢ়گ൑அ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ ը૾ೝࣝ "*ʹΑΔ෦԰ͷঢ়گ൑அ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ ෺ମݕग़ "*ʹΑΔ෦԰ͷঢ়گ൑அ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ "*ʹΑΔ෦԰ͷঢ়گ൑அ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w࣮ݱखஈ1ZUIPO,FSBTΛ࢖ͬͨਂ૚ֶश ը૾෼ྨͰͷ޻෉ϙΠϯτ wᶃͲ͏΍ͬͯେྔͷը૾Λऩू͢Δʁ wᶄֶश༻ͷ(16ϚγϯΛͲ͏͢Δʁ wᶅ࣮ݧͷࢼߦࡨޡαΠΫϧΛͲ͏ճ͔͢ʁ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w ࿈ଓࡱӨ͢ΔεΫϦϓτΛ࡞੒ w ̏୆ͷΧϝϥΛ࢖ͬͯ౓ʹγϣοτ ᶃը૾ͷऩू

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w ࿈ଓࡱӨ͢ΔεΫϦϓτΛ࡞੒ w ̏୆ͷΧϝϥΛ࢖ͬͯ౓ʹγϣοτ ᶃը૾ͷऩू ໿࣌ؒͰຕͷϖʔεͰऩू

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE DMFBO ͓෦԰ ࠨΧϝϥ தԝΧϝϥ ӈΧϝϥ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE NFTTZ Ԛ෦԰ ࠨΧϝϥ தԝΧϝϥ ӈΧϝϥ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wಛఆͷঢ়گʢصͷ৭ʣʹภΒͳ͍Α͏ɺ  ৭ࢴΛෑ͍ͯόϦΤʔγϣϯΛ૿΍͢ ᶃը૾ͷऩू ࠇ͍ص ന͍ص

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w%BUB"VHNFOUBUJPOʹΑΔը૾ͷΧ α૿͠ ,FSBTͷػೳΛར༻ʣ ᶃը૾ͷऩू

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w "[VSFͷ%FFQ-FBSOJOH7JSUVBM.BDIJOF VCVOUV w (16΍1ZUIPOͷ؀ڥߏஙʹؔ͢ΔϩεΛഉআ ᶄֶश༻ͷ(16Ϛγϯ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w(16Πϯελϯεߴ͍͔Β࢖͏ͷ͕ා͍ɻɻɻ w͕͔͔࣌ؒΔॲཧΛ࣮ߦޙɺ๨Εͯ์ஔ wॲཧ͕ίέͨ͜ͱʹؾ͔ͮͣɺԿ΋ਐ·͵··์ஔ ᶄֶश༻ͷ(16Ϛγϯ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w4MBDLʹ࣮ݧϩά༻ͷνϟϯωϧΛ࡞੒ wֶश༻ͷ1ZUIPOεΫϦϓτ಺Ͱ4MBDLʹϝϯγϣϯ෇ ͖Ͱ௨஌Λग़͢ wֶशॲཧ͕׬ྃͨ͠Β௨஌ wॲཧ͕ίέͨΒ௨஌ 4MBDLʹ௨஌

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE IUUQKPTIUPCJODPNUSPVCMFTIPPUJOHEFFQOFVSBMOFUXPSLTIUNM ᶅࢼߦࡨޡͷαΠΫϧ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w σʔλɿಛఆঢ়گͷը૾ʢࠇ͍ص͚ͩ   ߏ଄γϯϓϧͳߏ଄ʢ-F/FUʣ  ֶशͷͤ͞ํ͔̌Β w σʔλঢ়گΛ૿΍ͨ͠ը૾ʢࠇ͍صന͍صը૾Χα૿͠ʣ  ߏ଄গ͠ਂ͍ߏ଄ 
ֶशͷͤ͞ํ'JOF5VOJOH w σʔλঢ়گΛ૿΍ͨ͠ը૾ʢࠇ͍صന͍صը૾Χα૿͠ʣ  ߏ଄.PCJMF/FU  ֶशͷͤ͞ํ'JOF5VOJOH ᶅࢼߦࡨޡͷαΠΫϧ ᶃҰ൪γϯϓϧͳ ํ๏ͰϕʔεϥΠ ϯΛ࡞Δ

ֶशͷͤ͞ํ'JOF5VOJOH w σʔλঢ়گΛ૿΍ͨ͠ը૾ʢࠇ͍صന͍صը૾Χα૿͠ʣ  ߏ଄.PCJMF/FU  ֶशͷͤ͞ํ'JOF5VOJOH ᶅࢼߦࡨޡͷαΠΫϧ ᶄਫ਼౓Λ֬อ

ֶशͷͤ͞ํ'JOF5VOJOH w σʔλঢ়گΛ૿΍ͨ͠ը૾ʢࠇ͍صന͍صը૾Χα૿͠ʣ  ߏ଄.PCJMF/FU  ֶशͷͤ͞ํ'JOF5VOJOH ᶅࢼߦࡨޡͷαΠΫϧ ᶅਫ਼౓Λ֬อͨ͠ ··ϞσϧͷܰྔԽ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ᶅࢼߦࡨޡͷαΠΫϧ ᶄ͓͖͍֮͑ͯͨ ࣮ݧ൪߸ΛϐϯཹΊ ᶃ࣮ݧ࣌ͷάϥϑ΍ ύϥϝʔλΛࣗಈ౤ߘ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w ࡞੒ͨ͠ϞσϧΛ࢖ͬͨਪ࿦ॲཧΛ'MBTLͰ8FC"1*Խ w DMFBO TPTP NFTTZͷஈ֊൑ఆ w ਂ૚ֶशϞσϧࣗମ͸DMFBOPSNFTTZͷ஋෼ྨ
w DMFBOͱNFTTZͷ֬཰͕፰߅͢Δ৔߹ΛTPTPͱͯ͠ѻ͏ Ϟσϧͷల։

DEMO (ը૾શମΛݟͨ൑ఆ)

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE %&.0ͷྲྀΕ w 3BTQCFSSZ1*ͰࡱӨਪ࿦"1*Λ࣮ߦ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE Ұਓ฻Β͠ͷՈ଒Λ࣋ͭਓʹ ͓฼͞Μ େৎ෉͔͠Βʜʜ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ "*ʹΑΔ෦԰ͷঢ়گ൑அ ը૾ೝࣝ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wը૾શମΛݟ͓ͯ෦԰Ԛ෦԰Λ෼ྨ wݸผͷ෺ମΛݟͯ۩ମతʹγʔϯΛղੳ PS ຊ ห౰Ψϥ ෺ମݕग़ "*ʹΑΔ෦԰ͷঢ়گ൑அ

ห౰Ψϥ ຊ υϥΠϠʔ Ͳ͏͍͏ঢ়گͩʁʁʁ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ෺ମ͔ΒγʔϯΛਪଌ͢Δ ෺ ମ γ ʔ ϯ ৯ࣄ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ෺ମ͔ΒγʔϯΛਪଌ͢Δ ෺ ମ γ ʔ ϯ ৯ࣄ ಡॻ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ෺ମ͔ΒγʔϯΛਪଌ͢Δ ෺ ମ γ ʔ ϯ ৯ࣄ ಡॻ
਎ࢧ౓

ย෇͚ͳ͍ͱɺ ը໘಺ʹෳ਺ͷʮγʔϯʯ͕ࠞࡏ͢Δ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ը໘಺ͷʮγʔϯʯͷ਺ ୔ࢁ͋Δ͚Ͳɺ શ෦ʮ৯ࣄதʯʹؔ͢Δ ΦϒδΣΫτ γʔϯ਺

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ը໘಺ͷʮγʔϯʯͷ਺ ୔ࢁ͋Δ͚Ͳɺ શ෦ʮ৯ࣄதʯʹؔ͢Δ ΦϒδΣΫτ γʔϯ਺ γʔϯ͕ҟͳΔ ΦϒδΣΫτ γʔϯ਺
৯ࣄத ಡॻத ਎ࢧ౓த

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ෺ମݕग़ʹΑΔγʔϯղੳ w෺ମݕग़͸ڭࢣσʔλͷ༻ҙʹख͕͔͔ؒΔ wˠ"[VSF$VTUPN7JTJPO4FSWJDFΛར༻ w

DEMO (෺ମݕग़ʹΑΔγʔϯղੳ)

OheyaObeya͕ ໨ࢦ͢ະདྷ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ैདྷͷϔϧεέΞ ମΛ਍Δ පӃͰͷ ݕࠪ ΢ΣΞϥϒϧ σόΠε

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE 0IFZB0CFZB͕໨ࢦ͢ະདྷ ฻Β͠Λ਍Δ ҥɾ৯ɾॅͷ ཚΕ ମΛ਍Δ පӃͰͷ ݕࠪ ΢ΣΞϥϒϧ
σόΠε

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ·ͱΊ ը૾ٕज़ϔϧεέΞࣄۀ "[VSFʹΑΔ ॊೈͳܭࢉػϦιʔε "*ٕज़

ϔϧεέΞ͸ɺ ʮମΛ਍Δʯ͔Βʮ฻Β͠Λ਍Δʯ΁ OheyaObeya

"QQFOEJY ϋοΧιϯ౰೔ʹऩ·Γ͖Βͳ͔ͬͨ৘ใΛ ޙ೔௥ه͠·ͨ͠

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wνʔϜϝϯό w͜ͷࢿྉʹ͍ͭͯ wΞΠσΞݪҊʹ͍ͭͯ wར༻ٕज़ɺࢀߟจݙ wࠓޙͷ༧ఆ "QQFOEJY

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w5PNPLP'VSVLJ UFBNMFBEFS w ΞΠσΞݪҊػցֶशϞσϧߏங8FC"1*Խσʔλऩूϓ Ϩθϯࢿྉ࡞੒ଞ w 5XJUUFS!LPNP@GS(JU)VC!LPNPGS
w)JUPTIJNJEPOPZB w 3BTQCFSSZ1JμογϡϘʔυ࡞੒ଞ 0IFZB0CFZBνʔϜϝϯό

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wຊࢿྉͷஶ࡞ݖ͸ɺʮ''4ϋοΧιϯࢀՃن໿ʯ ͷୈ߲ʹै͍ɺ0IFZB0CFZBͷνʔϜϝϯόʹؼ ଐ͠·͢ɻ w''4ϋοΧιϯࢀՃن໿ w IUUQTESJWFHPPHMFDPNpMFE Q8$1G"ET6%UK@II*Y7:G6[X)HIUEUYWJFX ͜ͷࢿྉʹ͍ͭͯ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wΞΠσΞιϯ࣌ͷΞΠσΞεέον ΞΠσΞݪҊ IUUQTCJUMZ)#RWUG

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ʮPyCon JP 2018 ͻΖ͕ΔPythonʯొஃऀ࠲ஊձ ʙΘͨ͠ͷ PythonͷͻΖ͔͛ͨʙ ΞΠσΞݪҊ
IUUQTDPEF[JOFKQBSUJDMFEFUBJM ݹ໦: (ུ) ݩʑPythonΛ࢝Ίͨͷ͸ɺʮ෦԰ͷࢄΒ͔Γ۩߹Λ൑ఆ͢ΔΞϓϦΛ ࡞Γ͍ͨʯͱࢥ͍͍ͭͨͷ͕͖͔͚ͬͷͻͱͭͰͨ͠ɻ՝ۚ΍࣌ؒܦաͰϙΠϯ τ͕ஷ·ΔήʔϜΞϓϦΛݟͨͱ͖ʹɺʮ”෦԰Λย෇͚Δ”ͳͲͷੜ࢈తͳߦಈ ͰϙΠϯτ͕ஷ·Δํ͕ઈର݈߁తͩΖ͏ʯͱࢥ͍ࢸΓ·ͨ͠ɻ ʮ෦԰ͷࢄΒ͔Γ۩߹ΛଌͬͯԿ͔͢Δʯͱ͍͏ΞΠσΞࣗମ͸લ͔Β͕͋ͬͨɺ໰୊ઃఆ ͷൣғ͕޿͍··Ͱܗʹ͍ͯ͠ͳ͔ͬͨɻࠓճɺ - ໰୊ઃఆΛʮصͷ্ʯʹߜͬͨ͜ͱ - ࠷ॳͷΞΠσΞΛࢥ͍͍ͭͨ౰࣌ʢ2015೥ॳ಄ʣͱൺ΂ɺਂ૚ֶशͷར༻͕༰қʹͳͬ ͨ͜ͱʢϥΠϒϥϦ΍Ϋϥ΢υར༻ʹΑΔܭࢉػϦιʔεͷௐୡͳͲʣ ͜ͱ͔Βɺࠓճͷػձʹ࣮૷͢Δʹࢸͬͨɻ

ར༻ٕज़ࢀߟࢿྉ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ࡱӨػࡐ w#6''"-0ͷ޿֯౓ͷສըૉ8&#Χϝϥ wIUUQTBN[OUP)LX/IV wطʹॴ༗͍ͯͨ͠ΧϝϥΛ࢖͏͜ͱ΋ݕ౼͕ͨ͠ɺࢹ໺ ͕֯ڱ͘ʢ౓ʣصશମΛࣸͦ͏ͱ͢Δͱߴ͕͞ඞཁ ͩͬͨͨΊɺ৽نʹ޿֯ΧϝϥΛߪೖͨ͠ w-PHJUFDIͷDN΢ΣϒΧϜελϯυ wIUUQTBN[OUPVZV)
σʔλऩू

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE σʔλͷอ؅ w"[VSF#-0#4UPSBHF wIUUQTB[VSFNJDSPTPGUDPNKBKQTFSWJDFTTUPSBHFCMPCT σʔλͷҠಈ؅ཧ w"[$PQZPO-JOVY wIUUQTEPDTNJDSPTPGUDPNKBKQB[VSFTUPSBHFDPNNPOTUPSBHF VTFB[DPQZMJOVY UPDGB[VSFGTUPSBHFGCMPCTGUPDKTPO
w"[VSF4UPSBHF&YQMPSFS wIUUQTB[VSFNJDSPTPGUDPNKBKQGFBUVSFTTUPSBHFFYQMPSFS σʔλอ؅ɾڞ༗

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ॳظͷΈ w(PPHMF$PMBCPSBUPSZ wIUUQTDPMBCSFTFBSDIHPPHMFDPN w(PPHMFυϥΠϒͷϚ΢ϯτ΍ϑΝΠϧฤू౳͕໘౗ʹͳͬͨͨΊɺૣ͍ஈ֊ͰԼ هͷ"[VSF%-7.ʹҠߦ େ෦෼ w"[VSF%FFQ-FBSOJOH7JSUVBM.BDIJOF %-7.
wIUUQTEPDTNJDSPTPGUDPNKBKQB[VSFNBDIJOFMFBSOJOHEBUBTDJFODF WJSUVBMNBDIJOFEFFQMFBSOJOHETWNPWFSWJFX wओʹ/$ΠϯελϯεΛ࢖༻ʢถࠃ੢෦Ϧʔδϣϯ =࣌ؒʣ wϋοΧιϯ౰೔ͷ࠶ֶश࣌ʹ͸ɺ଎౓Λ༏ઌ͠/$Ҏ্Λ࢖༻ ֶश؀ڥʢ(16Ϧιʔεʣ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ϓϩηε w5SPVCMFTIPPUJOH%FFQ/FVSBM/FUXPSLT wIUUQKPTIUPCJODPNUSPVCMFTIPPUJOHEFFQOFVSBMOFUXPSLTIUNM ίʔυઃܭ wػցֶशͰٽ͔ͳ͍ͨΊͷίʔυઃܭ wIUUQTXXXTMJEFTIBSFOFUUBLBIJSPLVCP w௚ײ%FFQ-FBSOJOHʕ1ZUIPOº,FSBTͰΞΠσΞΛܗʹ͢ΔϨγϐ wIUUQTXXXPSFJMMZDPKQCPPLT
w࠷ॳ͸ʮ௚ײσΟʔϓϥʔχϯάʯ͙Β͍ͷཻ౓ʢ.PEFM5SBJOFS%BUBTFU͚ͩ ෼͚Δఔ౓ʣͰελʔτ͠ɺ࣮ݧ͕ਐΜͰίʔυमਖ਼͕ԯ߷ʹͳ͖ͬͯͨஈ֊Ͱʮػ ցֶशͰٽ͔ͳ͍ͨΊͷʙʯΛࢀߟʹͭͭ͠ίʔυΛ੔ཧ͍ͯͬͨ͠ ࣮ݧɾ࣮૷࣌ͷࢀߟࢿྉ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w*ODPNJOH8FCIPPLT wIUUQTBQJTMBDLDPNJODPNJOHXFCIPPLT wpMFTVQMPBE TMBDLBQJ wIUUQTBQJTMBDLDPNNFUIPETpMFTVQMPBE ར༻γʔϯ
࣮ݧ࣌ͷॲཧ׬ྃ࣌΍Τϥʔൃੜ࣌ͷ௨஌ɺ࣮ݧ݁ՌͷαϚϦͷڞ༗ Ԛ෦԰ܯใ࣌ͷ௨஌ ௨஌΍ը໘දࣔͳͲ͸طଘͷ࢓૊ΈΛར༻͠ɺۃྗࣗલͰ࡞Βͳ͍͜ͱͰɺί Ξͷ෦෼ʢϞσϧͷߏஙʣʹूத͢ΔΑ͏ʹͨ͠ɻ 4MBDL΁ͷ௨஌

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ϥΠϒϥϦ w,FSBT 5FOTPSqPX UGLFSBT Ϟσϧͷߏ଄ w.PCJMF/FUT&⒏DJFOU$POWPMVUJPOBM/FVSBM/FUXPSLTGPS.PCJMF7JTJPO"QQMJDBUJPOT wIUUQTBSYJWPSHQEGQEG
w౰ॳɺ3BTQCFSSZ1J্ͰΤοδͰಈ࡞ͤ͞ΔՄೳੑ͕͋ͬͨΊɺϞσϧͷܰྔԽΛظ଴ͯ͠બ ୒ͨ͠ wϋοΧιϯ౰೔ͷσϞʹ࢖༻ͨ͠Ϟσϧ͸ɺ w5SBJO%BUB݅ɹ5FTU%BUB݅ w5FTUBDD wϑΝΠϧαΠζ.# Ϟσϧͷߏங ෼ྨϞσϧ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ࣮ݧ࣌ͷύϥϝʔλͱ࣮ݧ݁Ռ wαϚϦϨϕϧ͸ɺ4MBDLʹ௨஌ɻಛʹؾʹͳΔ݁Ռ͕ग़ͨ ৔߹͸ϐϯཹΊʢຊࢿྉͷQࢀরʣ wৄࡉ͸ɺ%-7.্ʹͱΓ͋͑ͣอଘ͠ɺඞཁʹԠͯ͡αϧ ϕʔδͯ͠#-0#ʹҠಈɻϋΠύʔύϥϝʔλ͸KTPOܗࣜ Ͱอଘɻ ࣮ݧͷ؅ཧ
ֶश࣌ʹ͸ɺεΫϦϓτ࣮ߦ࣌ͷ೔࣌Λ࣮ݧ൪߸ͱͯࣗ͠ಈൃ൪ͨ͠ɻ ࠓճͷϋοΧιϯ͸୹ظؒͰθϩ͔Β࡞Δ͜ͱʹͳͬͨͷͰɺ͋·Γڽ Γ͗ͣ͢ʹɺ࠷௿ݶͷ࢓૊ΈԽ͚ͩΛߦͬͨɻ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ࣮ݧ࣌ͷίʔυ w(JU(JU)VCͰ؅ཧɻίϛοτϝοηʔδʹ࣮ݧ൪߸ΛؚΊͯίϛοτɻಛʹؾ ʹͳΔ݁Ռ͕ग़ͨ৔߹͸UBHΛଧͬͯ؅ཧɻ ࣮ݧ࣌ͷσʔλ wϑΝΠϧαΠζ͕େ͖͍ͷͰ(JUͷ؅ཧ͔Β͸֎ͨ͠ɻ(JU-'4ͷར༻΋ߟ͑ͨ ͕ɺϋοΧιϯظؒ಺ʹͦ͜·Ͱසൟʹσʔληοτ͕มΘΒͣͦ͜·Ͱ؅ཧͷ ࢓૊ΈԽΛؤுΒͳͯ͘΋Կͱ͔ͳͬͨͷͰɺσʔληοτຖʹϑΥϧμΛ෼͚ Δఔ౓Ͱಛผͳ͜ͱ͸΍Βͳ͔ͬͨɻࠓޙͷ՝୊ɻ
࣮ݧͷ؅ཧ ᶃ࣮ݧ൪߸Ͱλά෇͚ ᶄ࣮ݧ࣌ͷίʔυΛؙ͝ͱऔಘՄೳ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE w"[VSF$VTUPN7JTJPO4FSWJDF wIUUQTB[VSFNJDSPTPGUDPNKBKQTFSWJDFTDPHOJUJWF TFSWJDFTDVTUPNWJTJPOTFSWJDF w෺ମݕग़͸ڭࢣσʔλ࡞੒ΛؚΊϋοΧιϯ౰೔೔લʹண ख͢Δঢ়گͩͬͨͨΊɺ࠷௿ݶͷσϞ͕ಈ͘ঢ়گʹ͢ΔͨΊɺ $VTUPN7JTJPO4FSWJDFΛར༻ͨ͠ Ϟσϧͷߏங ෺ମݕग़

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE 8FCϑϨʔϜϫʔΫ w'MBTL wIUUQqBTLQPDPPPSH w#VJMEJOHBTJNQMF,FSBT EFFQMFBSOJOH3&45"1* ,FSBTެࣜϒϩά wIUUQTCMPHLFSBTJPCVJMEJOHBTJNQMFLFSBTEFFQMFBSOJOHSFTUBQJIUNM
σϓϩΠઌ w%BUB4DJFODF7JSUVBM.BDIJOFT -JOVYΤσΟγϣϯ wIUUQTEPDTNJDSPTPGUDPNKBKQB[VSFNBDIJOFMFBSOJOHEBUBTDJFODFWJSUVBM NBDIJOFPWFSWJFX wΤοδ 3BTQCFSSZ1J ͰϞσϧΛಈ͔͢͜ͱ΋ݕ౼͍͕ͯͨ͠ɺϋοΧιϯ௚લʹ 3BTQCFSSZ1J্ͷ؀ڥߏஙʹϋϚͬͯ࣌ؒΛϩε͢Δ͜ͱΛආ͚ΔͨΊɺඞཁͳ΋ͷ͕طʹ શ෦ೖΓͷ%47.Λ҆Ձͳ#.4Πϯελϯε ౦೔ຊ =࣌ؒ Ͱ࢖͏͜ͱʹͨ͠ɻ Ϟσϧͷ8FC"1*Խ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE "[VSFඅ༻ w߹ܭ=

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE ૉࡐ Πϥετ w͍Β͢ͱ΍ wIUUQTXXXJSBTVUPZBDPN Իݯ ޮՌԻ#(. w1"/*$16.1,*/
wIUUQQBOTPVOEDPNQBOJDQVNQLJOJOEFYIUNM wޮՌԻϥϘ wIUUQTTPVOEF⒎FDUMBCJOGP w4PVOEPG5FYU wIUUQTTPVOEPGUFYUDPN

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wಠ૑͸ͻΒΊ͔ͳ͍ʔʮૉਓൃ૝ɺݰਓ࣮ߦʯͷ๏ଇcۚग़෢༤ ஶ wIUUQTBN[OUP$NP*7T wࠓճɺҰൠతͳ෦԰શମͰ͸ͳ͘ʮصͷ্ʯʹείʔϓΛݶఆͨ͠ɻͦͷࢦ਑ͱͳͬͨ΋ͷɻ wQʮߏ૝ྗͱ͸ɺ໰୊Λݶఆ͢ΔೳྗͰ͋Δʯ wਤͰࣔͨ͠Α͏ʹɺͨͩອવͱҰൠతͳ΋ͷΛૂͬͨݚڀ͸ɺͰ͖ͨΒ͍͍͕ଟ෼Ͱ͖ͳ͍ݚ ڀͰ͋Δɻඇৗʹ໾ʹཱͭ෦෼໰୊Λͪΐ͏ͲͽͬͨΓΧόʔ͢Δͷݚڀ͸য఺ͷఆ·ͬͨɺଟ
෼੒ޭ͢Δݚڀɻ wڞ૑ͷલʹ·ͣಠ૑c੢ඌହ࿨ͷ4DSBQCPY wIUUQTCJUMZV[4DC wࠓճࢀՃͨ͠νʔϜͷதͰɺ0IFZB0CFZB͸࠷খਓ਺ʢ໊ʣ͕ͩͬͨɺૣ͍ஈ֊Ͱ௥Ճϝϯόื ूΛଧͪ੾ͬͨɻͦͷࢦ਑ͱͳͬͨ΋ͷɻ ͦͷଞ ࠓճͷϋοΧιϯʹݶͬͨ࿩Ͱ͸ͳ͍͕ɺʮΞΠσΞΛܗʹ͢Δͱ͖ͬͯɺ ͜͏͍͏ਐΊํ΍ߟ͑ํͰ͍͖͍ͨΑͶʯͱ͍͏ࢦ਑ʹͳ͍ͬͯΔ΋ͷ

OheyaObeya $PQZSJHIU0IFZB0CFZB"MM3JHIUT3FTFSWFE wϋοΧιϯʹԿΛٻΊͯࢀՃ͢΂͖ͳͷ͔cͲ͘ͽʔͷඋ๨࿥ wIUUQFEPLVQIBUFCMPKQFOUSZ w๻ࣗ਎࠷ޙ·Ͱؒʹ߹Θͳ͔ͬͨϋοΧιϯ͕Կ౓΋͋ͬͯɼ͍ͭͧ΍ͷϋο ΧιϯͰ৹ࠪһͷํ͔Βฉ͍ͨʮϋοΧιϯ͸%FNPPS%JFɼྑ͍ΞΠσΞ Ͱ΋࣮૷Ͱ͖ͳ͍ΜͩͬͨΒͦ͜ͰऴΘΓʯ͍ͬͯ͏ݴ༿͕͍͢͝ॏ͘ڹ͍ ͨͷͰɼϋοΧιϯͰ͸࣮ݱ͸Ͱ͖ͳ͘ͱ΋ʮԿͱ͔ͯ͠σϞͰ͖Δ΋ͷΛ ͭ͘Γ͋͛Α͏ʯ͍ͬͯ͏౒ྗ͸͢ΔΑ͏ʹ͍ͯ͠Δɽ wʮͲΕ͚ͩΞΠσΞΛޠΖ͏͕ಈ͔ͳ͚Ε͹ҙຯ͕ͳ͍ʯ͸ڧ͘ҙ͍ࣝͯͯ͠ɺ
౰೔ͷϓϨθϯͰ͸ʮϦΞϧλΠϜʹσϞ͕Ͱ͖Δ͜ͱʯʮ࣮૷Ͱ͖ͳ͔ͬͨΞ ΠσΞͷઆ໌ʹ͸࣌ؒΛׂ͔ͳ͍͜ͱʯΛͱʹ͔͘ॏࢹͨ͠ʢແࣄɺσϞ͸ಈ͍ ͨʣɻͦͷࢦ਑ͱͳͬͨ΋ͷͷͻͱͭɻ ͦͷଞ

ハッカソンプレゼン | 暮らしを診る眼 OheyaObeya 〜 AIで汚部屋を何とかするPJ

ハッカソンプレゼン | 暮らしを診る眼 OheyaObeya 〜 AIで汚部屋を何とかするPJ

More Decks by komo_fr

Other Decks in Technology

Featured

Transcript