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
290
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
360
Building Event-Driven Apps with Dapr in Kubernetes
ksivamuthu
1
500
Style Guide Driven Development with Angular & Storybook
ksivamuthu
0
210
Building Event Driven Apps with Dapr in Kubernetes
ksivamuthu
1
380
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
530
Smart Bots for Enterprise
ksivamuthu
0
310
Other Decks in Technology
See All in Technology
BrainPadプログラミングコンテスト記念LT会2025_社内イベント&問題解説
brainpadpr
1
160
低レイヤを知りたいPHPerのためのCコンパイラ作成入門 完全版 / Building a C Compiler for PHPers Who Want to Dive into Low-Level Programming - Expanded
tomzoh
4
3.2k
Node-REDのFunctionノードでMCPサーバーの実装を試してみた / Node-RED × MCP 勉強会 vol.1
you
PRO
0
110
HiMoR: Monocular Deformable Gaussian Reconstruction with Hierarchical Motion Representation
spatial_ai_network
0
110
M3 Expressiveの思想に迫る
chnotchy
0
100
GitHub Copilot の概要
tomokusaba
1
130
登壇ネタの見つけ方 / How to find talk topics
pinkumohikan
4
390
標準技術と独自システムで作る「つらくない」SaaS アカウント管理 / Effortless SaaS Account Management with Standard Technologies & Custom Systems
yuyatakeyama
3
1.2k
BigQuery Remote FunctionでLooker Studioをインタラクティブ化
cuebic9bic
3
280
How Community Opened Global Doors
hiroramos4
PRO
1
120
250627 関西Ruby会議08 前夜祭 RejectKaigi「DJ on Ruby Ver.0.1」
msykd
PRO
2
270
【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
26k
Featured
See All Featured
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
45
7.4k
Designing for Performance
lara
609
69k
The Web Performance Landscape in 2024 [PerfNow 2024]
tammyeverts
8
670
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
Producing Creativity
orderedlist
PRO
346
40k
Gamification - CAS2011
davidbonilla
81
5.3k
How to Think Like a Performance Engineer
csswizardry
24
1.7k
Understanding Cognitive Biases in Performance Measurement
bluesmoon
29
1.8k
The World Runs on Bad Software
bkeepers
PRO
69
11k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
48
2.8k
Raft: Consensus for Rubyists
vanstee
140
7k
[Rails World 2023 - Day 1 Closing Keynote] - The Magic of Rails
eileencodes
35
2.3k
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