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
Build Smarter Apps with Flutter & Machine Learning
Search
Sivamuthu Kumar
July 22, 2020
Technology
0
300
Build Smarter Apps with Flutter & Machine Learning
Sivamuthu Kumar
July 22, 2020
Tweet
Share
More Decks by Sivamuthu Kumar
See All by Sivamuthu Kumar
Build smart cross-platform mobile apps - Flutter & MLKit Integration
ksivamuthu
1
370
Building Event-Driven Apps with Dapr in Kubernetes
ksivamuthu
1
510
Style Guide Driven Development with Angular & Storybook
ksivamuthu
0
220
Building Event Driven Apps with Dapr in Kubernetes
ksivamuthu
1
390
Only you can prevent the developer burnout
ksivamuthu
0
380
Adding Intelligence to the Edge Devices with Cloud IoT - Devfest FL
ksivamuthu
0
330
Adding Intelligence to the Edge devices with Cloud IoT
ksivamuthu
0
440
Azure AutoML
ksivamuthu
0
540
Smart Bots for Enterprise
ksivamuthu
0
310
Other Decks in Technology
See All in Technology
伴走から自律へ: 形式知へと導くSREイネーブリングによる プロダクトチームの信頼性オーナーシップ向上 / SRE NEXT 2025
visional_engineering_and_design
2
180
オフィスビルを監視しよう:フィジカル×デジタルにまたがるSLI/SLO設計と運用の難しさ / Monitoring Office Buildings: The Challenge of Physical-Digital SLI/SLO Design & Operation
bitkey
1
290
Reach American Airlines®️ Instantly: 19 Calling Methods for Fast Support in the USA
flyamerican
1
180
大量配信システムにおけるSLOの実践:「見えない」信頼性をSLOで可視化
plaidtech
PRO
0
260
United Airlines Customer Service– Call 1-833-341-3142 Now!
airhelp
0
170
How to Quickly Call American Airlines®️ U.S. Customer Care : Full Guide
flyaahelpguide
0
230
QuickSight SPICE の効果的な運用戦略~S3 + Athena 構成での実践ノウハウ~/quicksight-spice-s3-athena-best-practices
emiki
0
230
全部AI、全員Cursor、ドキュメント駆動開発 〜DevinやGeminiも添えて〜
rinchsan
0
220
TLSから見るSREの未来
atpons
2
190
Four Keysから始める信頼性の改善 - SRE NEXT 2025
ozakikota
0
130
shake-upを科学する
rsakata
7
900
マルチプロダクト環境におけるSREの役割 / SRE NEXT 2025 lunch session
sugamasao
1
220
Featured
See All Featured
Learning to Love Humans: Emotional Interface Design
aarron
273
40k
Java REST API Framework Comparison - PWX 2021
mraible
31
8.7k
How to Think Like a Performance Engineer
csswizardry
25
1.7k
Navigating Team Friction
lara
187
15k
How to train your dragon (web standard)
notwaldorf
96
6.1k
4 Signs Your Business is Dying
shpigford
184
22k
Dealing with People You Can't Stand - Big Design 2015
cassininazir
367
26k
Practical Orchestrator
shlominoach
189
11k
Why Our Code Smells
bkeepers
PRO
336
57k
Unsuck your backbone
ammeep
671
58k
Making the Leap to Tech Lead
cromwellryan
134
9.4k
Designing for Performance
lara
610
69k
Transcript
Build Smarter Apps with Flutter & Machine Learning SivamuthuKumar Flutter
Mumbai – July 2020
Agenda • Flutter & Machine Learning • Build ML models
– GCP ML Offerings • ML Inference on device/edge • Demo
Sivamuthu Kumar Software Architect, Computer Enterprise Inc, Cloud, Mobile, IoT,
ML Orlando, FL ksivamuthu ksivamuthu ksivamuthu
Flutter
None
None
Machine Learning
Machine Learning Artificial Intelligence – AI Science of getting machines
to do the things what they do in movies. (Mimic human behavior) Machine Learning – ML Subset of AI - The science of getting computers to act without being explicitly programmed. Deep Learning Subset of ML - Learning based on deep neural network.
Google’s AI Building Blocks
AI building blocks make it easy to add the human
like capabilities of sight, language, and conversation to your applications.
Machine Learning APIs Pre trained models ML Engine / Deep
Learning VMs Custom Models Cloud AutoML Application Developers Data scientists & Practitioners @ksivamuthu Spectrum of AI Building Blocks
Cloud Vision Cloud Speech Cloud Natural Language Cloud Video Intelligence
Cloud Translation @ksivamuthu Fully trained, easy to use ML models
Machine Learning APIs
TensorFlow TPUs Google Machine Perception Pre-trained ML APIs and AutoML
Energy Auto Finance Entertainment Media Manufacturing / Agriculture Retail @ksivamuthu
Ensure Mask
Ensure Mask • Preparing Dataset • Training • Evaluation •
Exporting model to run in Edge/Device • Running inference in device
Google Cloud AutoML Vision
None
None
Flutter ML Libraries • mlkit • firebase_ml_vision • tflite
Code walkthrough
Thank you Sivamuthu Kumar ksivamuthu