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Global Azure Bootcamp 2019 - AIoT powered by Azure
The 5th Global Azure Bootcamp held in Bandung, Indonesia, featured several sponsors offering free services and products related to cloud technology and IoT solutions. Key presentations included discussions on the Internet of Things (IoT), edge intelligence, and practical demos using hardware like the ESP32 microcontroller for AI applications. Attendees had opportunities to participate in giveaways and various Azure-related hands-on labs to enhance their learning in cloud and AI technologies.
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Global Azure Bootcamp 2019 - AIoT powered by Azure
- 3. 5th Global AzureBootcamp in Bandung city, Indonesia https://edu.dycode.co.id/azurebootcamp19/ brought to you by
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- 5. Sponsor Offering Cloudmonix https://cloudmonix.com Cloudmonix offers2 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 for free! http://bit.ly/globalazure2019-serverless360 KEMP https://kemptechnologies.com Kemp is providing a trial of their LoadMaster (load balancer) tool, as well as a free Kemp 360 License to all attendees! http://bit.ly/globalazure2019-kemploadmaster http://bit.ly/globalazure2019-kemp360 Offers are limited time, redeem quickly! “Stuff We All Get”
- 6. Sponsor Offering Progate https://progate.com Progate isoffering 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! http://bit.ly/globalazure2019-revdebug “Stuff We All Get” Offers are limited time, redeem quickly!
- 7. Giveaway winners willreceive 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
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- 9. AIoT powered byAzure 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 NOTjust 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” usingHuman Analogy Actuator Internet of Things Signal Signal Control Skin receptors Reflexive
- 13. Signal Signal Reflexive Internet ofThings “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 usingHuman Analogy Actuator Internet of Things Signal Signal Reflexive Skin receptors Conscious Cogitative
- 15. Sensor Actuator Internet ofThings Signal Signal Reflexive Skin receptors Conscious Cogitative
- 16. Sensor Actuator Internet ofThings 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 SensorActuator Connectivity/networking Thing Internet of Things
- 18. Data Data Reflexive Conscious Cogitative CLOUD (High Computation) NonRealtime Realtime, Local SensorActuator 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 physicalobjects 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 isNOT 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-worldexample!
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- 24. Camera Hardware MicrocontrollerCamera I2C, I2S OV2640 2Megapixel 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
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- 28. Enough talk, DEMO TIME! ok… Completesource code: https://github.com/andriyadi/esp32-custom-vision
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- 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
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- 33. Data Data Reflexive Conscious Cogitative CLOUD (High Computation) NonRealtime Realtime, Local SensorActuator Edge Intelligence Connectivity/networking Thing
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- 37. How to createa 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 AIavailable 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
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- 40. Vision From faces tofeelings, 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
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- 42. Data Science VirtualMachine. Ultimate choice. 40%of Azure VMs run Linux
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- 44. Call to Actions AzureCustom 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 webapp 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 AzureJourney at h^ps://docs.microsoZ.com/learn/
- 47. AI + IoTis the next big thing!
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- 49. *Disclaimer: I haveno 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 Platformfor 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
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- 52. ESPectro32 v2 NB-IoTBackpack Hardware Kit for Getting Started
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- 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