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
67
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
37
iOSDevTH #21
kajornsakp
0
43
What's new in Flutter (Google I/O Extended Bangkok 22)
kajornsakp
0
64
Mobile Design System at scale
kajornsakp
0
81
What's new in Flutter 2020
kajornsakp
0
60
Mobile Machine Learning for All Skill Levels
kajornsakp
0
31
What's new in Flutter 1.9
kajornsakp
0
52
Kotlin meets Web
kajornsakp
0
22
From design to develop with Material Components
kajornsakp
0
140
Other Decks in Technology
See All in Technology
AIエージェント就活入門 - MCPが履歴書になる未来
eltociear
0
420
GCASアップデート(202506-202508)
techniczna
0
250
AIが住民向けコンシェルジュに?Amazon Connectと生成AIで実現する自治体AIエージェント!
yuyeah
0
260
JOAI発表資料 @ 関東kaggler会
joai_committee
1
260
Goでマークダウンの独自記法を実装する
lag129
0
210
GitHub Copilot coding agent を推したい / AIDD Nagoya #1
tnir
2
4.5k
イオン店舗一覧ページのパフォーマンスチューニング事例 / Performance tuning example for AEON store list page
aeonpeople
2
270
マイクロモビリティシェアサービスを支える プラットフォームアーキテクチャ
grimoh
1
200
新卒(ほぼ)専業Kagglerという選択肢
nocchi1
1
2.1k
Figma + Storybook + PlaywrightのMCPを使ったフロントエンド開発
yug1224
2
120
[CVPR2025論文読み会] Linguistics-aware Masked Image Modelingfor Self-supervised Scene Text Recognition
s_aiueo32
0
210
【5分でわかる】セーフィー エンジニア向け会社紹介
safie_recruit
0
30k
Featured
See All Featured
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
139
34k
Learning to Love Humans: Emotional Interface Design
aarron
273
40k
Connecting the Dots Between Site Speed, User Experience & Your Business [WebExpo 2025]
tammyeverts
8
480
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
50
5.5k
The World Runs on Bad Software
bkeepers
PRO
70
11k
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.8k
We Have a Design System, Now What?
morganepeng
53
7.7k
How GitHub (no longer) Works
holman
315
140k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
BBQ
matthewcrist
89
9.8k
Fashionably flexible responsive web design (full day workshop)
malarkey
407
66k
Embracing the Ebb and Flow
colly
87
4.8k
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