It's very late share. The deck I presented when discussing AIoT powered by Microsoft Azure, during Global Azure Bootcamp 2019 - Bandung, Indonesia on April 2019.

3. 5th Global Azure Bootcamp
in Bandung city, Indonesia
https://edu.dycode.co.id/azurebootcamp19/
brought to you by

4. Huge thanks!

5. Sponsor Offering
Cloudmonix
https://cloudmonix.com
Cloudmonix offers 2 months free of Ultimate or
Pro plans for Azure monitoring!
http://bit.ly/globalazure2019-cloudmonix Code:
GAB2019
Serverless 360
https://serverless360.com
Serverless360 is offering a limited time Gold plan
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KEMP
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Kemp is providing a trial of their LoadMaster (load
balancer) tool, as well as a free Kemp 360 License
to all attendees!
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Offers are limited time, redeem quickly!
“Stuff We All Get”

6. Sponsor Offering
Progate
https://progate.com
Progate is offering a free month access to their
entire platform!
http://bit.ly/progateaccessgab2019
RevDeBug
https://revdebug.com/
RevDeBug is offering an enterprise license for 3
months for ALL attendees!
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“Stuff We All Get”
Offers are limited time, redeem quickly!

7. Giveaway winners will receive instructions from the local organizers.
1 Winner: A LoadMaster (load balancing) software license
3 Winners: each wins 6 months free of the Enzo Online product
1 Winner: a 1 year personal subscription of an IDE of their choice
1 Winner: a 1 year subscription to Cerulean! A cross-platform Azure
management tool for storage, CosmosDB, Search, Redis Cache and
Service Bus.
3 Winners: each wins a 1 year license to their RevDeBug product
Giveaway Prizes

8. Enjoy the bootcamp!

9. AIoT powered by Azure
Intro, Demo
Bandung - Apr 27, 2019

10. Andri Yadi
Co-founder & CEO of DycodeX
Vice President, Indonesia IoT Association
a (at) dycodex.com | http://andriyadi.com
A Physicist, Developer, Maker, Community Guy, Entrepreneur
20 years in soZware engineering
21 years in electronics engineering
15 years in entrepreneurship
11 years as MicrosoZ Most Valuable Professional (MVP)
3 years as Hackster.io (global makers community) Ambassador
About Me

11. IoT is NOT just some internet-connected
devices, and monitor-able/controllable
from smartphone, like “smart lamp”
So what is it?
But first,
what is Internet of Things (IoT)?

12. Sensor
Explaining “Thing” using Human Analogy
Actuator
Internet of Things
Signal Signal
Control
Skin receptors
Reflexive

13. Signal Signal
Reflexive
Internet of Things “Thing” reflex
Gas Sensor AlarmMicrocontroller
If gas sensor senses that certain gas/smoke concentration above predefined threshold, reflexive system (Microcontroller)
will trigger alarm right away, without first sending the data to the cloud (higher computation) to analyse

14. Sensor
Explaining IoT using Human Analogy
Actuator
Internet of Things
Signal Signal
Reflexive
Skin receptors
Conscious
Cogitative

15. Sensor Actuator
Internet of Things
Signal Signal
Reflexive
Skin receptors
Conscious
Cogitative

16. Sensor Actuator
Internet of Things
Signal Signal
Reflexive
Skin receptors
Conscious
Cogitative
Realtime
(LOCAL, automation)
Thing
NonRealtime
CLOUD
(High
Computation)

17. Data Data
Reflexive
Conscious
Cogitative
CLOUD
(High
Computation)
NonRealtime
Realtime, Local
Sensor Actuator
Connectivity/networking
Thing
Internet of Things

18. Data Data
Reflexive
Conscious
Cogitative
CLOUD
(High
Computation)
NonRealtime
Realtime, Local
Sensor Actuator
Current Trend:
Edge Intelligence
Connectivity/networking
Thing
The conscious or “thinking” part of the
cloud now moves closer to or inside the
Thing/device

19. “Network of physical objects with embedded
electronics, software, connectivity, and people to
enable exchanging data, for “smart” applications
and services„
So, what is Internet of Things?

20. So, IoT is NOT Just Hardware!

21. IoT Common Architecture
Radio
Gateway
Trigger + Alert,
Internet
Cloud-sideEdge-side
Ingestion
& StorageThing
Visualization
User-side
Apps
Devices &
Firmware Mgt.
Analytics + AI

22. Show me real-world example!

23. Demo Architecture
Radio
(WiFi)
Gateway
Internet
(Cellular)Camera
CloudEdge
Ingestion
& API
Image
Classification &
Detection

24. Camera Hardware
MicrocontrollerCamera
I2C, I2S
OV2640
2 Megapixel
Array size: UXGA 1622X1200
Output formats: YUV(422/420)/YCnCr422,
RGB565/555, 8-bit compressed data
Maximum image transfer rate:
UXGA/SXGA: 15 fps
SVGA: 30 fps
CIF: 60 fps
ESP32
ESP32 microcontroller
CPU: Tensilica Xtensa 32-bit LX6, 240 MHz
Internal memory: 520Kb RAM, 448Kb ROM,
8KB RTC slow & fast RAM
SPI RAM: 8MB
External Flash: 4MB
WiFi (802.11): b/g/n/e/i
Bluetooth v4.2 BR/EDR & BLE

25. Demo Architecture
Radio
(WiFi)
Gateway
Internet
ESP32 MCU +
Camera
CloudEdge

26. Demo Hardware

28. Enough talk,
DEMO TIME!
ok…
Complete source code: https://github.com/andriyadi/esp32-custom-vision

29. DEMO
#1
ACCESSING CAMERA

30. #include <esp_log.h>
#include "sdkconfig.h"
#include "app_camera.hpp"
extern "C" {
void app_main(void);
}
#define TAG "APP"
void app_main(void)
{
esp_err_t res = camera_init();
if (res != ESP_OK) {
ESP_LOGE(TAG, "Camera init failed. Exiting app.");
return;
}
else {
ESP_LOGI(TAG, "Camera init SUCCESS!");
}
}
app_camera.hpp: https://github.com/andriyadi/esp32-custom-vision/blob/master/main/app_camera.hpp

31. DEMO
#2
AZURE
CUSTOM VISION

32. DEMO
#3
INFERENCING IMAGE
FROM CAMERA

33. Data Data
Reflexive
Conscious
Cogitative
CLOUD
(High
Computation)
NonRealtime
Realtime, Local
Sensor Actuator
Edge Intelligence
Connectivity/networking
Thing

34. DEMO
#4
EDGE INTELLIGENCE
FACE RECOGNITION LOCALLY

35. Camera Hardware

36. AI on Azure

37. How to create a predictive ML model
Test
Use your test dataset to validate the model
Predict
If the model is good enough, use it!
Build
Choose & configure your model
Train
Use your training dataset to build the model
Clean
data
Filter
data

38. Microsoft’s aim:
Making AI available to
everyone
We are pursuing AI to empower every person and every
institution ... so that they can go on to solve the most
pressing problems of our society and our economy.
– Satya Nadella, CEO, Microsoft

39. Image Analysis: Detection

40. Vision
From faces to feelings,
allow your apps to
understand
images and videos
Speech
Hear and speak
to your users
by filtering noise,
identifying
speakers, and
understanding intent
Knowledge
Tap into rich knowledge
amassed from the web,
academia, or your
own data
Language
Process text and
learn how to recognize
what users want
Search
Access billions of
webpages, images,
videos, and news articles
with the power of Bing
APIs
Azure Cognitive Services are ready to
go pre-trained AI models

41. Microsoft AI Platform

42. Data Science Virtual Machine. Ultimate choice.
40%of Azure VMs run Linux

43. Closing

44. Call to Actions
Azure Custom Vision
https://customvision.ai/
Hardware
ESP32: https://www.espressif.com/en/products/hardware/esp32/overview
ESP32-WROVER: https://www.espressif.com/en/products/hardware/esp-wrover-
kit/overview
Sipeed Maix Go: https://www.seeedstudio.com/Sipeed-MAix-GO-Suit-for-RISC-V-
AI-IoT-p-2874.html
Frameworks
ESP-IDF: https://github.com/espressif/esp-idf
ESP-WHO: https://github.com/espressif/esp-who

45. • Deploy web app w Cog Services & GitHub
aka.ms/StudentLabWeb
• Predict flights with Azure ML Studio
aka.ms/StudentLabML
• Build a neural network with Keras + Python
aka.ms/StudentLabKeras
aka.ms/azure4students (need Azure?)
Take your pick of today’s hands-on lab challenges:

46. Continue your Azure Journey at
h^ps://docs.microsoZ.com/learn/

47. AI + IoT is
the next big
thing!

48. Interested in adopting
IoT?

49. *Disclaimer: I have no data of all players in Indonesia yet. Sorry if you’re not listed.
And I’m talking about electronics maker-related players
Join Communities
Indonesia
I n d o n e s i a
Maker4Nation
Indonesia

50. makestroid
makestroid
makestroid
makestro.com
An Indonesia Platform for Maker:
to “democratize” knowledge, hardware
kit, and software to help makers to start
making in hardware, to drive into
Internet of Things
Start Making at
Learning
Hardware
Marketplace
Software &
Cloud
Community
RIoT is Makestro’s program for nurturing IoT
makers, officially supported by Indonesia’s
Ministry of ICT

51. Join
h&ps://facebook.com/asioti/
h&p://bit.ly/asioti-tgram
 h&p://bit.ly/MemberASIOTI
Edited on March 30, 2019

52. ESPectro32 v2 NB-IoT Backpack
Hardware Kit for Getting Started

53. x-camp.id
Enroll

54. Andri
CEO, DycodeX
a (at) dycodex.com
Keep in Touch

55. hi (at) dycodex.com | https://dycodex.com
We put AI in “brAIns”
Jalan Sarikaso No. 6A, Bandung, Indonesia