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
勉強会_6_18_miyamoto.pdf
Search
ramen2020
March 16, 2022
Programming
250
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
勉強会_6_18_miyamoto.pdf
ramen2020
March 16, 2022
Other Decks in Programming
See All in Programming
気持ちぃ〜角丸 Squircle
ryu1013
0
320
[2026-10-09]一枚の布で作らなくてもいい。 信頼性は「パッチワーク」で紡がれる~既存の運用と新しい可能性をつなぎ合わせてきたCREの話~
tosite
0
100
エージェントを使い続けるためのメタワーク / Meta-work for keeping using the agent
rkaga
1
230
dotNET_vulnclicker_intro.pdf
deka_morita
0
150
IBM Bob Dojo #1 仕様駆動開発入門
oniak3ibm
PRO
0
400
SalesForceを内製化!? ~ HR事業を支える顧客管理基盤のインフラを大公開 ~
oku053
0
190
Workers Cache を知る
syumai
0
370
【加筆修正版】Laravel のアプリケーションをどこにデプロイするか #phpcon_ehime
akase244
0
150
半永久的に提供し続けられるプライベートクラウドを目指して ― 利用者の認知負荷を抑えるAPI抽象化とハードウェア世代交代の基盤設計
tomokon
0
510
ハーネス設計入門 〜 基礎知識の整理から実務へのステップアップ 〜
kinopeee
28
33k
Simple Storage Service(S3) is not simple
iwatsukayura
0
290
自サークルのIdPからログアウトできるようになるまで
taiseiue
1
140
Featured
See All Featured
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
2
2k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
49
3.6k
Thoughts on Productivity
jonyablonski
76
5.4k
sira's awesome portfolio website redesign presentation
elsirapls
0
460
Organizational Design Perspectives: An Ontology of Organizational Design Elements
kimpetersen
PRO
1
850
A better future with KSS
kneath
240
18k
XXLCSS - How to scale CSS and keep your sanity
sugarenia
250
1.3M
Code Reviewing Like a Champion
maltzj
529
40k
Odyssey Design
rkendrick25
PRO
2
880
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
1.4k
Practical Tips for Bootstrapping Information Extraction Pipelines
honnibal
25
2.1k
Evolving SEO for Evolving Search Engines
ryanjones
0
330
Transcript
ػցֶशॳ৺ऀͰ؆୯ʂ ͜ΕԿϥʔϝϯ͔AIʹฉ͍ͯΈΔ ΞϓϦΛ࡞ͬͨ ٶຊޫ
࡞ͬͨΞϓϦ ը૾ΛΞοϓϩʔυ͢Δͱɺ ϥʔϝϯͷछྨΛֶशͨ͠Ϟσ ϧ͕Կϥʔϝϯ͔ఆͯ͠ ϥʔϝϯͷछྨΛڭ͑ͯ͘ΕΔ ΞϓϦɻ
എܠ ɾPoC։ൃͰ؆୯ͳػցֶशΛऔΓΜͩ ΞϓϦ։ൃʹधཁ͕͋ΔͨΊ ɾػցֶशΛΞϓϦʹΈࠐΜͰɺԿ͔͠ ͯΈ͔ͨͬͨɻ
༻ٕज़ ɾFlutter ɾCloud AutoML Visio n ɾTensorFlow Lite
Cloud AutoML Visionͱ ΧελϜػցֶशϞσϧͷτϨʔχϯά Cloud AutoML Λ༻͢Δͱɺػցֶशͷઐ͕ࣝݶΒ Ε͍ͯͯɺϏδωεχʔζʹ߹ͬͨߴ࣭ͷϞσϧΛτ ϨʔχϯάͰ͖·͢ɻͰಠࣗͷΧελϜػցֶशϞσ ϧΛߏங͠·͢ɻ
※ Ϟσϧͱɺίϯϐϡʔλ͕͔ΔܗͷೖྗΛड͚औΓɺԿ͔͠Βͷධ ՁɾఆΛͯ͠ग़ྗΛग़͢ͷ
Cloud AutoML VisionͰͰ͖Δ͜ͱ ɾମͷݕग़ͱ ɾը૾ͷϥϕϦϯά ɾόʔίʔυεΩϟϯ ɾςΩετೝࣝ ɾΦϯσόΠεೝࣝ ɾإݕग़ ͳͲͳͲ
ࠓճͷΞϓϦͰͬͨCloud AutoML Visionͷٕज़ ɾը૾ͷϥϕϦϯά ɾϞσϧΛ࡞͢ΔͨΊͷGCPͷίϯιʔϧ্Ͱͷखॱ ̍. ը૾ΛΞοϓϩʔυ ̎. Ξοϓϩʔυͨ͠ը૾ʹϥϕϧ͚ͭΔ ɹɹ͜Εɺে༉ϥʔϝϯɺ͜ΕɺԘϥʔϝϯͱࣝผͤ͞Δ
̏. ֶशͤ͞Δ (Ϙλϯԡ͚ͩ͢) ͜Ε͚ͩʂʂʂʂʂʂ
TensorFlow Lite ɺσϕϩούʔ͕ϞόΠϧ σόΠεɺΈࠐΈσόΠεɺIoT σόΠεͰ TensorFlow ϞσϧΛ࣮ߦͰ͖ΔΑ͏ʹ͢ΔπʔϧηοτͰ͢ɻ TensorFlow Liteͱ
google_ml_kit Cloud AutoML Λͬͯɺ࡞ͨ͠ϞσϧΛ؆୯ʹѻ͏͜ͱ͕Ͱ͖ΔϥΠϒϥϦɻ ಠࣗʹϞσϧΛ࡞ͤͣʹɺgoogleͷඪ४ͷϞσϧ͏͜ͱ͕Ͱ͖Δɻ
ઃܭ ̍ɺে༉ɾԘϥʔϝϯͳͲͷϥʔϝϯΛ Cloud Auto MLͰֶशͤͨ͞ϞσϧΛ࡞ ̎ɺͦͷϞσϧΛΞϓϦʹΈࠐΉͨΊʹTensorFlow LiteͰtfliteϑΝΠϧͱͯ͠ ΤΩεϙʔτ ̏ɺΞϓϦͰgoogle_ml_kitϥΠϒϥϦͰͦͷϞσϧΛѻͬͯɺϥʔϝϯͷը
૾͔ΒԿϥʔϝϯ͔ఆ͢Δɻ
ΫϥυΞʔΩςΫνϟʔ
ۤ࿑ͨ͜͠ͱ ֶशͤͨ͞ϞσϧΛ͏ϥΠϒϥϦ(google_ml_kit)ͷهࣄʢલྫʣ͕ͳ͔ͬͨɻɻɻ ઌۦऀͷํʑɺfirebase_ml_visionɹΛ͍͕ͬͯͨɺઌ݄ഇࢭ͞Εͨɻɻɻɻ → ΘΓʹɺ৽ͨʹਪ͞Εͨgoogle_ml_kit ΛΘͳ͚ΕͳΒͳ͔ͬͨɻ
ֶΜͩ͜ͱ ɾCloud AutoML VisionͰ؆୯ʹػցֶशͷϞσϧ ͕࡞Ͱ͖Δɻ ɾPoC։ൃͱͯ͠ɺ؆୯ͳը૾ೝࣝͩͱରԠͰ͖ Δɻ ɾCloud AutoML VisionͰɺମͷݕग़ɾإ
ݕग़ͳͲ؆୯ʹͰ͖ΔͷͰɺݸਓ։ൃͰ໘ന͍ ΞϓϦ͕؆୯ʹͭ͘ΕΔ͔ɻ
ऴΘΓ