Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Sign up for free
Menu
Search
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Features
All features
Private URLs
Password Protection
Custom URLS
Scheduled publishing
Remove Branding
Restrict embedding
Deck Collections
Notes
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Explore
Featured decks
Featured speakers
Programming
Technology
Storyboards
Pricing
Search
Sign in
Sign up for free
Okonomi_device
Search
oec
April 23, 2018
Technology
86
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Okonomi_device
oec
April 23, 2018
More Decks by oec
See All by oec
Bocchi_reserve_HL2020
oic0310
0
91
Redhackthon2020_Hiroshima_Hoke
oic0310
0
85
DevRelJP#53_RedHackathon2020_Online
oic0310
0
700
OnLineHackathon_PickingUpFallenEars
oic0310
0
830
OnLineHackathon_AdvanceDocuments
oic0310
0
470
cluster広島LT大会 #0
oic0310
0
130
If you come to Hiroshima, you should eat this.
oic0310
0
100
HIROSHIMA_SmartOrangeVehicle_OEC
oic0310
1
160
HIROSHIMA_REDHACKATHON2_0215
oic0310
0
170
Other Decks in Technology
See All in Technology
夫婦で子育てするための育児標準化
codmoninc
PRO
0
330
Rustuna: Rustによる高速なOptuna実装
pfn
PRO
0
190
QA4AI 2026-Oct 生成AI時代の品質保証
tokuty
1
860
Optunaの最新リリースv5.0について
pfn
PRO
0
120
AI駆動開発の時代になったのでトヨタ生産方式から見直す
terurou
7
6k
ブラウザとサーバーから考えるAI時代のフロントエンド監視
shogo4131
3
940
スキマバイトという雇用形態は存在しないので、雇用期間1日のアルバイト契約を事業者とワーカーが結ぶ手続きを支えるのがタイミーなんです
akitoshiga
0
200
継続的なAIコスト最適化
bgpat
1
340
Running Kotlin + Quarkus with Lambda
nealle
1
3.7k
WasmをRustにする
sansantech
PRO
0
250
日本語に強いオープンな大規模言語モデル「LLM-jp」
odashi
4
1.1k
re:Invent初参加で変わったこと、2回目にやってみたいこと(JAWS-UG彩の国埼玉 #12)
mhrtech
2
220
Featured
See All Featured
Building Applications with DynamoDB
mza
96
7.2k
Taking LLMs out of the black box: A practical guide to human-in-the-loop distillation
inesmontani
PRO
3
2.5k
brightonSEO & MeasureFest 2025 - Winning Strategies for Black Friday CRO & PPC - Christian Goodrich
cargoodrich
3
870
Faster Mobile Websites
deanohume
310
32k
Agile Actions for Facilitating Distributed Teams - ADO2019
mkilby
0
310
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
2
2k
Winning Ecommerce Organic Search in an AI Era - #searchnstuff2025
aleyda
2
2.2k
Fireside Chat
paigeccino
43
4.1k
How To Stay Up To Date on Web Technology
chriscoyier
790
250k
How to Talk to Developers About Accessibility
jct
2
580
Stewardship and Sustainability of Urban and Community Forests
pwiseman
0
550
How to build an LLM SEO readiness audit: a practical framework
nmsamuel
2
950
Transcript
͓Έম͖σόΠε ඌੴݩؾ ʙεϚʔτεϐʔΧʔʴRaspberry Pi3+Χϝϥʙ
• ϧʔπಉ͡Ͱ͕͢ɺͦͷͷࣄจԽʹΑΓܗ͕ҟͳΔ • େࡕɺౡͲͪΒҬͷਓୡʹѪ͞ΕΔιϧϑʔυͰ͢ Ҭຖʹιϧϑʔυ͕͋Δ͕ɺࣅͯඇͳΔͷ͕͋Δ େࡕͷ͓Έম͖ • ੜͱ۩Λ͔ࠞͥͯΒమ൘Ͱম͘ ౡͷ͓Έম͖ •
ੜΛమ൘ʹബ͘ͷ͢ • ੜʹΩϟϕπɺಲΛॱʹͤΔ • ۄম͖Λ࡞Γɺ্ʹͤͯ
• େͳϞϊͦ͜ɺจԽ͚ͩͰͳ໊͘લʹѪண͕͋ΔͷͰ͢ • ࣂ͍ݘΛɺʮϙνʯͱ͔Β͵ਓʹదʹݺΕͨΒͲ͏Ͱ͔͢ʁ Ѫ͞ΕΔ͕ނɺ໊শΛؒҧ͑ΔͱେԌ্͕ൃੜ͢Δ
͓Θ͔Γ͍͚ͨͩͨͩΖ͏͔ʁ
ݪҼɺωοτීٴͱਖ਼͑͘͠Δਓࡐͱͷݮগ ωοτʹΑΔؒҧͬͨݴ༿ͷ֦ࢄ • ؾܰʹ୭ͰߘͰ͖Δػձ͕૿͑ɺ ؒҧͬͨղઆɺݴ༿͕ཚཱ͢ΔΑ͏ ʹͳ͖ͬͯͨ ޠΓ෦ͷෆࡏ • ܙାͱͳΔɺͱΕͯ Β͢Ո͕૿͑ɺ৯จԽ౷Λਖ਼
͑͘͠Δػձ͕গͳ͍ɻͦͷͨΊɺ ؒҧͬͨใΛ֮͑ͯ͠·͏͜ͱ͕ ଟ͍ɻ • ৯จԽΛਖ਼͑͘͠Δػձ͕ݮগ͖͍ͯͯ͠Δ • ωοτͰؒҧ͍Λਖ਼͢ػձ͕গͳ͘ɺͦͷ··֦ࢄ
ΧϝϥΛ௨ֶͯ͡श͠ɺ໊শΛผ͢ΔΈΛߏங ޠΓ෦ΛҭͯΔ(࡞Δ) • ਖ਼͍͓͠Έম͖ͷࣝΛੵ͠ɺ ίϯϐϡʔλΛҭ͠·͢ɻ ޠΓ෦ͷͱࣖͱޱΛٕज़Ͱ࡞Δ • Amazon Echo dotʹ͔͚͠Δͱ͓
Έম͖σόΠε͕ࣸਅΛࡱӨɺ ผ݁ՌΛAlexa͕͠ΌΓ·͢ • ޠΓ෦͕͍Δ͔ͷΑ͏ʹɺݟͤͯɺฉ͍ͯɺ͑ΔΈΛ༻ҙ • Amazon EchoͱRaspberry Piͩͱແػ࣭ͳͷͰਓܗʹೖΕΔʁ ͜ΕͲ͜ͷ ͓Έম ͖? ౡͷ͓Έ ম͖Ͱ͢ ΧϝϥͰࡱӨ͠ఆ ݁ՌΛecho
ૉࡐΛूΊΔ ೝ͍ࣝͤͨ͞ͷΛͻͨ ͢ΒूΊΔ αΠτͰೖख ࣗͰԻ ࣗͰࡱӨ ࣸਅ όϦΤʔγϣϯͷ࡞ ը૾Ի͕ه͞ΕΔ ڥΛఆ͠ɺ߹ͯ͠
όϦΤʔγϣϯΛ૿͢ ੜ׆Ի ૽Ի ֯ ৭ຯ ࣸਅ Ի Ի ύλʔϯ ࣸਅ ύλʔϯ ಛநग़Λߦ͍ɺػցֶ शͷΞϧΰϦζϜೖྗ ͢Δ४උΛ͠·͢ ϕΫτϧʹม͢Δ [[0 3 3] [5 7 8] [1 8 7]] ϐΫηϧͷ໌ Δ͞Λදݱ 3✖3ͷࣸਅ [0 3 3 5 7 8 1 8 7] 1࣍ݩʹม ओղੳɺMFCCɺϑʔϦΤม etc… • ֶशσʔλͱಉࣸ͡ਅͷࡱΓํɺಉ͡ੜ׆ԻͷڥͰผ͢Δͱ ݶΓ·ͤΜͷͰɺ͜ͷ͕ॏཁͰ͢ ֶशσʔλɺॴΛఆͯ͠࡞͢Δ͜ͱ͕ॏཁ
• ը૾Λऩू͢ΔΫϩʔϥɺྨΛָʹ͢ΔWebϖʔδɺసͤ͞ ΔϓϩάϥϜ։ൃͳͲ͕ຯʹΊΜͲ͍͘͞ όϦΤʔγϣϯͷ࡞ ࣸਅΛ֯Λม͑ͨΓɺ సͤͯ͞ɺࣸਅσʔλ Λ૿͢ ࣮ࡍʹɺσʔλऩूΛ͢ΔϓϩάϥϜͱྨʹҰۤ࿑ సɾ֯มߋͰσʔλ Λ૿͠ɺ8398݅Λֶ
शɻਖ਼ղ84%Λ֬ อͨ͠ ϕΫτϧʹม͢Δ ૉࡐΛूΊΔ ωοτʹެ։͞Ε͍ͯΔ ࣸਅΫϩʔϥͰೖखɻख ಈͰྨɻ ʮϑΥτଂʯ ͷࣸਅΛࣗಈ ೖख ࣸਅΛྨ ͍ͯ͘͠Ξ ϓϦ࡞
ʮ͓Έম͖ผʯσϞɿ • Google TensorflowɺRaspberry PiʹஔɻσόΠεͰը૾ࣝ ผΛߦ͏ σϞϜʔϏʔ४උத
ࡱӨ/ը૾ผ ͓Έম໊͖শผͷػೳ ࢀߟɿςΫϊϩδʔߏ Flask-Ask Tensorflow • ϩʔΧϧΞυϨεʹଓ͞Εͨngrokͷެ։ΞυϨεΛͬͯ Raspberry Piͱ࿈ܞ͠·͢ Raspbian
RaspBerry Pi3 Իೖྗ Իग़ྗ Իࣝผ
͝੩ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ