README.md

2.5-month-of-intel®-edge-ai

My pledge "2.5 months of Udacity" for the Intel® Edge AI Scholarship Foundation Course Nanodegree Program:
https://www.udacity.com/scholarships/intel-edge-ai-scholarship The classroom starts from December 16, 2019 and will End in March 3, 2020.

My pledge "#30DaysofUdacity" with Udacity.

Day 1: January 18, 2020. #30DaysofUdacity

• I entered the classroom and watched some videos.
• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 47%)
  Lesson 3 - The Model Optimizer (Progress 47%)
  9. Using the Model Optimizer with Caffe Models Completed lesson 3
• I encourage @Pawan and @MODF.

Day 2: January 19, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 77%)
  Lesson 4 - The Inference Engine (Progress 77%)
  7. Sending Inference Requests to the IE Completed lesson 4
• I encourage @Ankita Kesari and @Ayush Saxena.

Day 3: January 20, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 80%)
  Lesson 5 - Deploying an Edge App (Progress 18%)
  Upto 5. Exercise completed -OpenCV Basics\
• Handling Input Streams
  -Exercise: Handling Input Streams
• I encourage @Tabueu Fotso Laurent and @Shahnoza.

Day 4: January 21, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 80%)
  Lesson 5 - Deploying an Edge App (Progress 18%)
  Upto 5.5. Exercise completed with below topics -Gathering Useful Information from Model Outputs\
• Intro to MQTT
  -Communication using MQTT
• I encourage @Abhishek Mahajan and @JAYANTI SINGH

\

Day 5: January 22, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 90%)
  Lesson 5 - Deploying an Edge App (Progress 60%)
  Upto 5.11. Streaming Images to a Server

  • Revised Intro to MQTT
  • Revised Communication using MQTT
  • Completed topic Streaming Images to a Server
  • Completed topic Handling Statistics and Images from a Node Server
  • Completed topic Exercise: Server Communications

• I encourage @aftab and @Vikas Bhandary

Day 6: January 23, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 96%)
  Lesson 5 - Deploying an Edge App (Progress 80%)
  Upto 5.13. Exercise: Server Communications

  • Revised Exercise: Server Communications
  • Revised Solution of the Exercise
  • Completed topic Analyzing Performance Basics
  • Completed topic Model Use Cases

• I encourage @Marco_ and @Sushil

Day 7: January 24, 2020. #30DaysofUdacity

• My current progress is:
  Part 2. Intel® Edge AI Foundation Course (Progress 98%)
  Lesson 5 - Deploying an Edge App (Progress 92%)
  Lession 5 completed

  • Revised Analyzing Performance Basics
  • Revised Model Use Cases
  • Completed topic Concerning End User Needs
  • Completed topic Recap
  • Completed topic Lession Glossary
  • Completed topic Course Recap

• I encourage @Ankit Vashisht @LauraT @Mohan Barathi @Bappi @Avinash Kumar @MCB @Aishwarya Nevrekar @Abdelrahman Amer @Benson Nwarie @Connor Pollock @Frida @Muhammad.Ali @Qasim Hassan @Frida @aftab @Mai Hassib @Mary Sadimba @Mai Hassib @Maham.Arif @Muhammad.Ali @Advaith @Jess @Shreya Chakrabarti @ZackCodesAI @Bala Priya @Bala Priya @Raamkishore @Rohit_Ghumare @Sayali @Shayekh @Vikas Bhandary @Ahmed @Shubham Kumar @Prabin Shrestha Phoenix @Carnage @Dhananjay @Divya Thakur @LauraT @lamiae hana @Yang @Prabin Shrestha Phoenix @prabhu kumar @RohitVivek @Magda @Jiemin Wang @EvanO @Hugo Oliveira @Rose Gupta @Prudo Koff LODONOU @Dina AbdelRahman @Gage Southard @Sangsaptak Pal @Jongmu Oh #sg_incubator_aiot

Day 8: January 25, 2020. #30DaysofUdacity

• My current progress is:
  Completed Part 2. Intel® Edge AI Foundation Course (Progress 100%)
  **Revision for Part 2. Intel® Edge AI Foundation Course started from lesson 2 to 5 ** (Progress 5%)
  Enrolled new course Introduction to Computer Vision in udacity

  • Completed first lesson of Computer Vision
  • Completed second lesson started

• I encourage @Ankit Vashisht @LauraT @Mohan Barathi @Bappi @Avinash Kumar

Day 9: January 26, 2020. #30DaysofUdacity

• Articles and research papers:\

  • Image Classification vs. Object Detection vs. Image Segmentation
  • The Single Shot Multibox Detector (SSD) model

• I encourage @Nbenjamin @Christian @Akash Singh @VISHNU VARDHAN REDDY @Patsy

Day 10: January 27, 2020. #30DaysofUdacity

• Research papers:\

  • You Only Look Once: YOLO
  • Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks

• I will encourage random folks @Yang @Prabin Shrestha Phoenix @prabhu kumar @RohitVivek @Magda @Jiemin Wang @EvanO @Hugo Oliveira @Prudo Koff LODONOU @Dina AbdelRahman @Gage Southard @Sangsaptak Pal @Jongmu Oh #sg_incubator_aiot @Nbenjamin @Christian @Akash Singh @VISHNU VARDHAN REDDY @Patsy to study deep these papers.

Day 11: January 28, 2020. #30DaysofUdacity

• Research papers:\

  • MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
  • Again study and setup system to practice on local : Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks
  • Open-Source Contribution git & Github Session
    • Part1: Basic about Git and Github
    • Part2: Open-Source Contribution, Licences, workflow and QA session

• Recommendation to visit Part2. It's very informative.

• I will encourage random folks @Jess @Sheldon @Shahnoza @Mobasshir Bhuiyan @Bala Priya @Ankita Kesari @Neha Soni @Hein@realrajanpaudel @Nikita Mahajan @Juber Rahman @OS_the_Person_ @Abhishek Kovuri @Vidhi @Martin-Philipp Irsch @Xander @Rimon @Jorge Andrés Hernández Jara @cristian.cucchiella @Celestine Okonkwo @K.S. @Mohan Barathi @MCB @Ankit Vashisht @Avinash Kumar @LauraT @Lesliel @Arka @Marco_ @Bappi to study deep these papers.

Day 12: January 29, 2020. #30DaysofUdacity

• Research papers:\
  • Completed: ResNet: Deep Residual Learning for Image Recognition
  • Completed: Inception: Going deeper with convolutions
  • Code practice realted to these papers need to be done.
• I will encourage random folks @Jess @Sheldon @Mobasshir Bhuiyan @Bala Priya @Hein @realrajanpaudel to study deep these papers.

Day 13: January 30, 2020. #30DaysofUdacity

• Article and Research paper:\

  • Understanding SSD MultiBox — Real-Time Object Detection In Deep Learning
  • Going beyond the bounding box with semantic segmentation

• I will encourage random folks @Anna Scott @arundhatee @Clinton B @Ahmed @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho to study deep these papers.

Day 14: January 31, 2020. #30DaysofUdacity

• Article and Research paper:\

  • Model Optimizer Developer Guide
  • Quantization
  • Model Optimization Techniques

• I will encourage some folks @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed@Nikita Mahajan
  @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho @Neha Soni @Hein@realrajanpaudel @Juber Rahman to study deep these papers.

Day 15: February 2nd, 2020. #30DaysofUdacity

I continue the challenge #30DaysofUdacity after one day of rest on 1st Feb 2020.

• Study deep on the following frameworks:\

  • Caffe
  • TensorFlow
    • What the Hell is “Tensor” in “TensorFlow”?
    • TensorFlow, why was python the chosen language?

• I will encourage some folks @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed@Nikita Mahajan
  @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho @Neha Soni @Hein@realrajanpaudel @Juber Rahman @barbear to study deep these papers.

Day 16: February 3rd, 2020. #30DaysofUdacity

I am going through all references material present within course.

• Study deep on the following frameworks:\
  • MXNet
    • MXNet: A Flexible and Efficient Machine LearningLibrary for Heterogeneous Distributed Systems
  • ONNX
    • What every ML/AI developer should know about ONNX

Day 17: February 4th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Study deep on the following frameworks:\

  • Converting a Model to Intermediate Representation (IR)
  • Supported Framework Layers
  • Intermediate Representation Notation Reference Catalog
    • [Activation Layer]
    • [ArgMax Layer]
    • [BatchNormalization Layer]
    • [BinaryConvolution Layer]
    • [Broadcast Layer]

• I will encourage some folks @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed@Nikita Mahajan
  @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho @Neha Soni @Hein@realrajanpaudel @Juber Rahman @barbear to study deep these papers.

Day 18: February 5th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Converting a TensorFlow* Model
    In this document, I learned:

    • Basic information about how the Model Optimizer works with TensorFlow* models
    • Which TensorFlow models are supported
    • How to freeze a TensorFlow model
    • How to convert a trained TensorFlow model using the Model Optimizer with both framework-agnostic and TensorFlow-specific command-line options

  • Tensorflow detection model zoo

• I will encourage some folks @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed@Nikita Mahajan
  @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho @Neha Soni @Hein@realrajanpaudel @Juber Rahman @barbear to study deep these papers.

Day 19: February 6th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Converting a Caffe* Model
    In this document, I learned:

    • Basic information about how the Model Optimizer works with Caffe* models
    • Which Caffe* models are supported
    • How to convert a trained Caffe* model using the Model Optimizer with both framework-agnostic and Caffe-specific command-line options
    • Study some more articles and research paper

  • Converting a ONNX* Model In this document, I learned:

    • Basic information about how the Model Optimizer works with ONNX* models
    • Which ONNX* models are supported
    • Supported Pytorch*, PaddlePaddle* Models via ONNX Conversion
    • Study some more articles and research paper

• I will encourage awesome folks who are going great @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed@Nikita Mahajan
  @Magda @Adriana Chen @EvanO @Hugo Oliveira @Aitor @Alex Ho @Neha Soni @Hein@realrajanpaudel @Juber Rahman @bearbear.

Day 20: February 7th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:
  • ONNX also has additional models available in the ONNX Model Zoo
    In this document, I learned:
    • The ONNX Model Zoo is a collection of pre-trained, state-of-the-art models in the ONNX format

      • Vision

        • Image Classification
        • Object Detection & Image Segmentation
        • Body, Face & Gesture Analysis

      • Language

        • Machine Translation

      • Other

        • Visual Question Answering & Dialog
  • I get inspired and motivated by the work @Juan Carlos Kuri Pinto is doing. YOU ARE AWESOME KEEP IT UP :)
  • I will encourage awesome folks who are going great @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita Mahajan @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa.

Day 21: February 8th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Cutting Off Parts of a Model\

  • Custom Layers in the Model Optimizer

  • I will encourage awesome folks who are going great @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita Mahajan @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @Faisal Raza Khan @Edna Sawe

Day 22: February 9th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research links present at last lines of 4.7: Sending Inference Requests to the IE are not working:

  • Executable Network documentation
  • Infer Request documentation

• Further Research links present at last lines of 4.3: Using the Inference Engine with an IR are not working:

  • IE Python API
  • IE Network
  • IE Core

• Read these contents:

  • Supported Devices and their Optimal Configurations

  • Synchronous vs. Asynchronous API's

  • I will encourage awesome folks who are going great @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd Ádám Vécsey Dr.@Deep Khurana @Bhuvaneswari

Day 23: February 10th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research everyone must read:

  • Integrate the Inference Engine with Your Application

  • Object Detection SSD C++ Demo, Async API Performance Showcase

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd Ádám Vécsey Dr.@Deep Khurana @Bhuvaneswari @Odaliz Balcazar @davisclick @Athanasios Alexopoulos @Atul Awasthi @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac

Day 24: February 11th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research as good stuffs:

  • Intel®’s IoT Apps Across Industries - Powering a Revolution in Driving - Smart Homes with Intel® Internet of Things (IoT) Technologies

  • The Ultimate Guide To Starting Your First IoT Project

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd Ádám Vécsey Dr.@Deep Khurana @Bhuvaneswari @Odaliz Balcazar @davisclick @Athanasios Alexopoulos @Atul Awasthi @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra

Day 25: February 12th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Researc and doing my hand dirty:

  • OpenVINO, OpenCV, and Movidius NCS on the Raspberry Pi
    I learn to utilize the OpenVINO toolkit with OpenCV for faster deep learning inference on the Raspberry Pi and is nice article.

  • Again study and started hand on with Raspberry Pi with the help of The Ultimate Guide To Starting Your First IoT Project.

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd Ádám Vécsey Dr.@Deep Khurana @Bhuvaneswari @Odaliz Balcazar @davisclick @Athanasios Alexopoulos @Atul Awasthi @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Mfatikk @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @Richárd Ádám Vécsey Dr. @David Francisco Dávila Ortega @Fabrizio Cacicia @HUY DUC VO

Day 26: February 13th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:
  • What is the best programming language for Machine Learning?\
  • Optimization Guide.
  • I will encourage awesome folks who are going great @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B B @Ahmed @Nikita @Magda @Adriana Chen @EvanO @Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd Ádám Vécsey Dr. @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz Queiroz @Anna Scott @María V @N. Hussain @nagendra_init_init @AndyP @Boris @Ankita Kesari@Nada Aweaa. @Fabrizio Cacicia @rodbelisario @kareem.h @Jorge Andrés Hernández Jara @Gustavo94 @Richárd Ádám Vécsey Dr. @Fernando Terrazas @HUY DUC VO @Juan Jose Moreno Guadamur @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz Queiroz @Wonde @Richárd Ádám Vécsey Dr.@Deep Khurana @Bhuvaneswari @Odaliz Balcazar Balcazar @davisclick @Athanasios Alexopoulos @Atul Awasthi @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Mfatikk @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @Richárd Ádám Vécsey Dr. @David Francisco Dávila Ortega @Fabrizio Cacicia @HUY DUC VO @Hendrawan @Honoré @Nimisha Wagle @Mayur Kanojiya @A.Hamido @Lakshya Malhotra @Robotjelly

Day 27: February 14th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Dive deeper into OpenCV one of the useful computer vision library.\

  • MATLAB vs. OpenCV or Which is the best opencv or matlab for image processing?\

  • What is OpenCV and why is it so popular?

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Adriana Chen@Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd D. @Ankita Kesari @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Ahmed @Fabrizio Cacicia @rodbelisario @kareem Hossam @Jorge Andrés Hernández Jara @Gustavo94 @Richárd D. @Fernando Terrazas @HUY DUC VO @Juan Carlos Kuri Pinto @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd D. @Bhuvaneswari @Odaliz Balcazar @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @D-1 @Fabrizio Cacicia @HUY DUC VO @Hendrawan @Nimisha Wagle @Mayur Kanojiya @A.Hamido @Lakshya Malhotra @Robotjelly @Lakshya Malhotra @Robotjelly

Day 28: February 15th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • MQTT is a machine-to-machine (M2M)/"Internet of Things" connectivity protocol.\

  • MQTT (MQ Telemetry Transport)\

  • XMPP: IoT protocol winner, or second place to MQTT?\

  • Non-real-time data interchange IoT protocols: Consider your options\

  • Why are IoT developers confused by MQTT and CoAP?\

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Adriana Chen@Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd D. @Ankita Kesari @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Ahmed @Fabrizio Cacicia @rodbelisario @kareem Hossam @Jorge Andrés Hernández Jara @Gustavo94 @Richárd D. @Fernando Terrazas @HUY DUC VO @Juan Carlos Kuri Pinto @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd D. @Bhuvaneswari @Odaliz Balcazar @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @D-1 @Fabrizio Cacicia @HUY DUC VO @Hendrawan @Nimisha Wagle @Mayur Kanojiya @A.Hamido @Lakshya Malhotra @Robotjelly @Lakshya Malhotra @Robotjelly

Day 29: February 17th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Eclipse Paho MQTT Python client library" connectivity protocol.\

  • Intel® IoT Gateways: Publishing Data to an MQTT Broker Using Python*\

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Adriana Chen@Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd D. @Ankita Kesari @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Ahmed @Fabrizio Cacicia @rodbelisario @kareem Hossam @Jorge Andrés Hernández Jara @Gustavo94 @Richárd D. @Fernando Terrazas @HUY DUC VO @Juan Carlos Kuri Pinto @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd D. @Bhuvaneswari @Odaliz Balcazar @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @D-1 @Fabrizio Cacicia @HUY DUC VO @Hendrawan @Nimisha Wagle @Mayur Kanojiya @A.Hamido @Lakshya Malhotra @Robotjelly @Lakshya Malhotra @Robotjelly

Today, I have completed this pledge of #30DaysofUdacity challenge and will encourage everyone to pledge and bind with any relevent challenge which helps to accomplish any long term task(boring) and enhance your productivity each day. It's one of the habit of highly successful people. Apart from all the activities of the Intel® Edge AI Scholarship Foundation Course. I will invest daily almost 30 min to 1 hour for research stuffs in the field of Mathematics and AI(#90DaysOfLetsDoResearch) and will post my progress to github repo lets-do-some-research which will help other beginner researcher to get idea and areas where research can be carryout fruitfully without wasting their precious time.

Day 30: February 18th, 2020. #30DaysofUdacity

I am going through all references material present within course in deep.

• Further Research:

  • Create your own video streaming server with Linux\

  • OpenCV – Stream video to web browser/HTML page using Flask and OpenCV\

  • The Global Internet Phenemena Report Oct 2018\

  • I will encourage awesome folks who are going great
    @Akash Singh @Rohit.intelai @Shreya Chakrabarti @Shahnoza @Lesliel @Aarthi Alagammai @Anna Scott @arundhatee @Clinton B @Ahmed @Nikita @Adriana Chen@Hugo Oliveira @Neha Soni @Hein@realrajanpaudel @Juber Rahman @Bearbear@Tchouanga @Richárd D. @Ankita Kesari @Asad Ur Rahman @Marco_ @Irina_Gr @Emeka @Boris @Filipe Queiroz @Anna Scott @María V @N. Hussain @nagendra_init @AndyP @Boris @Ankita Kesari@Nada Ahmed @Fabrizio Cacicia @rodbelisario @kareem Hossam @Jorge Andrés Hernández Jara @Gustavo94 @Richárd D. @Fernando Terrazas @HUY DUC VO @Juan Carlos Kuri Pinto @MODF @Faisal Raza Khan @Edna Sawe @Ife Ade @Filipe Queiroz @Wonde @Richárd D. @Bhuvaneswari @Odaliz Balcazar @Stanislav Ladyzhenskiy @Nikhil Tiwari @shahidaac @Edgardo Peregrino @Lakshya Malhotra @D.RICHARD @Muhammad Haris @Sijoon Lee @Jorge Andrés Hernández Jara @Marcos Bellezi @Axel @D-1 @Fabrizio Cacicia @HUY DUC VO @Hendrawan @Nimisha Wagle @Mayur Kanojiya @A.Hamido @Lakshya Malhotra @Robotjelly @Lakshya Malhotra @Robotjelly Aravind.Menon @Avinash Kumar @Aya @AyowoleT @A.Hamido @Carnage @Christian Rivera @Dmytro.DL @Dana Robinson @Emmanuel Nombagu @Frida @NaAI @Jo Wayne Tan @Richu @Gustavo Aguilar @K.S. @N.Dagh @VU Anh-Tuan @Fortune Adekogbe @Kundan @Oleksandr Mulyar @Faisal Raza Khan @'Kayode Akanni @Khaled @Omer Bin Jawed @Sherif Hesham @SARDOR @Lokesh @Mahzad @Mircea @Viji @Vidhi @Prashant Dandriyal @Patrick Martial Eyamo Zame @MarcinEs.pl @N.ikki @Om Vishal @Luis Barragan @Joy T. @Bijaya @Bruno Xavier @Joagovi @Hayoung Kim(Stella)@Chinmay Das @Yosef Guevara @Peace BAKARE @Prince Amit @Amogh Singhal @Maxx @Mustafa Awny @Randomly Roohan @Rahul Joshi @Sarim @Radwa Hassan @Shovan Kumar Paul @Vipul Aggarwal @Vikram Venkatesh Gopalan @Wil @Zarreen Reza @Zenithy @Ali Eren @Adrian Vazquez @Anshu @Akash Antony @AkashChhetri @ayivima @Michelle Y @adanai @Anshu @Asha @Ashutosh sahu @Aayush Garg @Dhananjay @Bijaya @Darshan @Chris F @FnaranjoB @Hasan Ozyavru @Ivy @Mateusz Zatylny @Snehal Ranjan @Rajas @djeff kanda @Dmytro Korolov @donDrey @Hui San Chiam @Joagovi @Kushagra @kareem Hossam @Lematsu @N.Dagh @Mahitej @Rafal Lagowski @Samuel Kenneth Gunjal @javoweb @mdkcore @Merril Pious Jacob @Obinna Iheanachor @Omer Bin Jawed @Peter Chen @Rajas @rodbelisario @Vita @Wil @vcincean @Vinu Narayan @Savan Rangegowda @Soumya Tanwar @Shovan Kumar Paul @vpdwivedi @Vignesh Rajkumar @Saqib @Tania Incio @Sathish G @Sijoon Lee @salma khouladi @Vinay K @Yujin @Zarreen Reza @vahiwe, @Shankar Warang, @Mayowa, @Kazeem Tijani, , @Jay Singhal @Tushar Goyal @MaryamH @Nirupama Singh
    @Marwan Saeed @nullbyte91 @Umair Alam @Oj Sindher @Bhuvaneswari
    @Raamkishore @MCB @Frida @Vin Busquet @realrajanpaudel @Xuehong @Stefano Piovesan @Leah Kamulaza @Nurudeen @Vkjr29 @Diego @Khush @joaomanoel @Jane Pham @Mehul @MODF @Serjesh @Brown Lira @Ankit Vashisht @Edu T @Bhadresh Savani @Oricha Abdulrasheed Muhammed @Mayur Kanojiya @Madhur Dixit @Arindam Banerjee @Logeswaran Sivakumar @Frida @Ananda @Tanvesh Takawale@ErickDM @Tommy Zihao @tammy_628, @realrajanpaudel, @Lesliel @Ayça Meriç Çelik @Rohit Challa @Mariia @Oudarjya Sen Sarma @Akash Antony @Frida
    @Elena Kutanov @Jess @Kapil C @Sourav @Sayed Maheen Basheer @Pranjal Chaubey
    @Aarthi Alagammai @Jess @Manisha Jhunjhunwala @Mahitej @Bhadresh Savani @Sayali @LauraT @Aadil Sayed @aftab @Shaistha @Bearbear @Harkirat @Sarah Majors @adanai @Mircea @MihailD
    @Temitope Oladokun @K.S. @Mohona @Evi @Anastasios Chondrogiannis @Balaji Murthy @Ivy
    @Manish Manandhar @Juan Carlos Kuri Pinto @Varez.W @Khush @Marwa @George Christopoulos
    @Anna Scott @THIYAGARAJAN @PaulBruce @Ebinbin Ajagun @Mahedi @susyjam @Nesreensada @Aleksandra Deis @Alejandro Galindo @ayivima @Arka @Nabhan Abdulla @Alexander Villasoto @Zik @Rothwulf @happycoder354 @Abhishek Mahajan @Raunak Sarada @Vikas Bhandary @Rishi @Prashant Dandriyal @Astha Adhikari @Akash Singh @Bhuvaneswari @Muhammad.Ali @Sourav @Glow_worm_95 @tammy_628 @Ashish Karn @Sushil @Nesreensada @Bearbear@aftab @Jane Pham @Aditya Nikhil @Fidel @'Kayode Akanni @'wale @Aanisha Bhattacharyya @Aarthi Alagammai @Abhishek Kovuri @Abir @Adinalini @aftab @Agnes Sharan @Ahmed @Ahmed Thabit @Vikas Bhandary @Aishwarya @Aishwarya Nevrekar @Akash Antony @Akash Singh @Akshay Kumar U @Alexander @Amrit Chhetri @Ankit Vashisht @Ankita Kesari @Anshu Trivedi @Anubhav Verma @Ahmed Oumar @Aravind.Menon @Arindam Banerjee @Arka @Arpit Ingle @Asha @Ashish Karn @Ashwani Kumar @AsimAier @Avinash Kumar @ayivima @Bala Priya @Bearbear @Bhuvaneswari @bkocis @Chris M @deepansh @Dina AbdelRahman @divyamani @drewbudd - A. Almaguer @Edgardo Peregrino @Elena Kutanov @Elizaveta Timofeeva @Ellyana Linden @EnricoD @ferdib @ferdib@Viji @Frida @geax @Geetha @George Christopoulos @georkouk @Gunisha Chaturvedi @Haseeb Ahmed Khan @Hein@realrajanpaudel@Nikita Mahajan @Ilias @irinnahar @Ivy @Jess @John Anisere @Juan Carlos Kuri Pinto @Juber Rahman @Julius Jack Aboagye @K.S. @Kapil C @Kazeem Tijani @Kesha K. Kaneria @Khush @KSHITIJ @Kushagra @Lakshya Malhotra @lamiae hana @LauraT @Leah Kamulaza @Lesliel @Logeswaran Sivakumar @Logeswaran [email protected] @Fiza Rasool@Shiva@Gustavo94 @lorforlinux @Lowell Liwat @Madhur Dixit @Maham.Arif @Manish Kumar Gupta @Marcin Sielski @Marco @marek @Mariia @Martin @Martin-Philipp Irsch @Marwan Mohamed @Marwan Saeed @Mateusz Zatylny @Md. Abdul Monim @Md. Masud Rana @Md. Masud Rana@Noman @Mobasshir Bhuiyan @MODF @MODF@LauraT@Amardeep Singh @Mohona @Mokit.ai @Moussa.Seck @Muchay @Muhammad.Ali @Muhammad Habib @Muhammad.Ali @Neha Soni @Nesreensada @Nikita @Nirupama Singh @Nitish Raj Pathak @nullbyte91 @Nurudeen @OS_the_Person_@Abhishek Kovuri @Oudarjya Sen Sarma @Patricia B @PaulBruce @Pranjal Chaubey @Prashant Dandriyal @Priyank Rastogi @Qasim Hassan @Raamkishore @Rahul Joshi @Rayhan @Rayhan@Mobasshir Bhuiyan @Richter @Richu @Rimon @Rohan Jadhav @Rohit.intelai @sago @salma khouladi @Sarah Majors @Sarang Suresh Kakkoth @Sayali @Sergei Cherniaev @Shahnoza @Shaima'a @Shaistha @Sheldon @Shivam Garg @Shivam Garg @shoaib @Shreya Chakrabarti @Soumya @Stavros Dimopoulos @strang @Sushmita @tammy_628 @Tanvesh Takawale @Temitope Oladokun @theIrishMan @Umair Alam @Veena @Victoria @Vidhi @Viji @Vin Busquet @Vincent Olagbemide @Xander@Ashish Karn @Yujin @Yuvraj Jain @ZackCodesAI @Zik