Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Machine Learning in iOS
Search
Kajornsak Peerapathananont
August 25, 2018
Technology
0
60
Machine Learning in iOS
MobConfTH 2018
Kajornsak Peerapathananont
August 25, 2018
Tweet
Share
More Decks by Kajornsak Peerapathananont
See All by Kajornsak Peerapathananont
Understanding your Android build
kajornsakp
0
22
iOSDevTH #21
kajornsakp
0
18
What's new in Flutter (Google I/O Extended Bangkok 22)
kajornsakp
0
42
Mobile Design System at scale
kajornsakp
0
58
What's new in Flutter 2020
kajornsakp
0
42
Mobile Machine Learning for All Skill Levels
kajornsakp
0
18
What's new in Flutter 1.9
kajornsakp
0
45
Kotlin meets Web
kajornsakp
0
16
From design to develop with Material Components
kajornsakp
0
110
Other Decks in Technology
See All in Technology
ExaDB-D dbaascli で出来ること
oracle4engineer
PRO
0
2.1k
Google Cloud Next '24 Recap(Cloud Run/k8s)
mokocm
0
350
20分で完全に理解するGrafanaダッシュボード
hamadakoji
5
940
LangSmith入門―トレース/評価/プロンプト管理などを担うLLMアプリ開発プラットフォーム
os1ma
5
760
ゼロから始めるVue.jsコミュニティ貢献 / first-vuejs-community-contribution-link-and-motivation
lmi
1
150
web-application-security
matsuihidetoshi
1
200
一生覚えておきたい「システム開発=コミュニケーション」〜初めての実務案件振り返りLT〜
maimyyym
2
340
Next.js に疲れた私は Vue3 に癒やされた
akagire
0
140
Azureの基本的な権限管理の勉強会
yhana
1
2.1k
GrafanaMeetup_AmazonManagedGrafanaのアクセス制御機能とマルチテナント環境下でのアクセス制御について
daitak
0
440
【NW X Security JAWS#3】L3-4:AWS環境のIPv6移行に向けて知っておきたいこと
shotashiratori
1
700
Babylon.js JAPAN活動紹介 (2024/4)
limes2018
1
120
Featured
See All Featured
Typedesign – Prime Four
hannesfritz
36
2.1k
The Brand Is Dead. Long Live the Brand.
mthomps
49
29k
The Straight Up "How To Draw Better" Workshop
denniskardys
228
130k
How GitHub (no longer) Works
holman
305
140k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
sstephenson
155
14k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
34
6k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
275
13k
Product Roadmaps are Hard
iamctodd
45
9.8k
Writing Fast Ruby
sferik
622
60k
ReactJS: Keep Simple. Everything can be a component!
pedronauck
660
120k
The World Runs on Bad Software
bkeepers
PRO
61
6.7k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
323
20k
Transcript
#mobconf18 Machine Learning in iOS “How to make your app
smarter than ever” !1
#mobconf18 Kajornsak Peerapathananont Mobile Developer @kajornsakp !2
#mobconf18 Why mobile apps need ML? !3
#mobconf18 !4
#mobconf18 !5
#mobconf18 What is Machine Learning? !6
#mobconf18 !7
#mobconf18 Real-world ML !8
#mobconf18 ML in mobile applications? !9
#mobconf18 Predictive keyboard • Natural Language Processing (NLP) • Recurrent
Neural Networks (RNNs) !10
#mobconf18 Google Lens • Image Recognition • Object Detection •
Text Detection !11
#mobconf18 Traditional ML applications !12
#mobconf18 UPLOAD RESPONSE !13 CLASSIFY RE-TRAIN
#mobconf18 Looks Good To Me! !14
#mobconf18 But… !15
#mobconf18 Connectivity problem https://opensignal.com/reports/2018/02/state-of-lte#map !16
#mobconf18 On-device Machine Learning
#mobconf18
#mobconf18 Core ML • WWDC 2017 • On-device ML framework
• iOS 11 and earlier • .mlmodel
#mobconf18
#mobconf18
#mobconf18
#mobconf18 MPS Accelerate
#mobconf18 Demo
#mobconf18 Recap
#mobconf18
#mobconf18
#mobconf18 Can we create our own Model?
#mobconf18
#mobconf18 https://www.mathworks.com/solutions/deep-learning/convolutional-neural-network.html
#mobconf18
#mobconf18 coremltools .mlmodel
#mobconf18
#mobconf18
#mobconf18 One more thing…
#mobconf18 Create ML • WWDC 2018 • Native ML Frameworks
• 100% Swift • Mojave only
#mobconf18
#mobconf18
#mobconf18
#mobconf18 “Create model in 3 lines of code…”
#mobconf18 ❓
#mobconf18 Demo
#mobconf18 Recap
#mobconf18
#mobconf18
#mobconf18 One more thing…again
#mobconf18 Turi Create • WWDC 2018 • Python library for
create Core ML model • Cross platform ( not only Mojave) • Required ML Expert
#mobconf18
#mobconf18
#mobconf18
#mobconf18
#mobconf18
#mobconf18
#mobconf18 iOS ❤ ML
#mobconf18 –Me “”
#mobconf18 Resources • https://developer.apple.com/documentation/coreml • https://developer.apple.com/documentation/createml • https://developer.apple.com/videos/play/wwdc2017/703/ • https://developer.apple.com/videos/play/wwdc2018/703/
• https://developer.apple.com/videos/play/wwdc2018/712