2 Days Free Technical Workshop on Artificial Intelligence

IIEC connect engendered with a mission of enabling the ignorant youth of our country to become the creators of future.

In these two days, Vimal Daga sir teach students various things related to different types of technologies from scratch.

Technologies undertaken during workshop:

Artificial Intelligence,

Machine Learning,

DevOps Basics,

RedHat and Docker Training Idea,

Python and Linux Basics,

Deep Learning,

MLOps future idea,

Day 1 Summary:

• Vision and Mission towards future of India and which will help in small amount to world also. Future of world is drastically got affected with the COVID-19 and there will be lack of jobs and huge drop in economy is for sure. Many countries are facing tremendous amount of lose due to lockdown and other things which causing strict actions for welfare of people in society. So, To overcome those things IIEC_DOT initiative is planning to make a project will help doctors to overcome disease like pneumonia and corona virus. Vision is to make such Application or program which can help Doctors/Police/Government in fighting against this great pandemic of corona virus. Any application sir teach during workshop can be used in project like Computer Vision using python, Faster R-CNN or MLOps, etc. To Apply for Technical work in this initiative(Click here)
• Sir also gave brief idea about How corona virus spreads? and showed some images about actually where is it inside any infected person body. Radiology is the process used to see the white spot inside infected human body which is commonly seen in pneumonia patient.
• After that everything from scratch learning was started under IIEC_DOT initiative under which sir teach students about Machine learning, Artificial Intelligence and RedHat Linux Basics and also that How this technology can help students to overcome COVID19 crisis was also discussed here.
• RedHat Installation and setup details for RHEL V7 and webcam integration were shown in this workshop and some demo applications were provided free of cost.
• After that various basic things about linux were discussed in workshop like GUI, CLI and some basic linux commands also gave some brief idea about How can one make their own program in Linux.
• At the end using well-known module from python known as cv2 under computer vision was thought by sir using jupyter notebook. Made a program which can work like cheese program inside Linux. Using cv2 also made program which can do live streaming like cheese.

Day 2 Summary:

• The day started with a Day 1 revision on computer vision using python on jupyter notebook and different methods to capture image and do live streaming like cheese. Also shown flexibility of cv2 module using IP webcam application available on Google play to have portable camera access over program running inside the jupyter notebook.
• Sir took the next step and proceed further for image processing using Computer vision and AI by using the basic python concepts of lists and arrays in python. Gave some pretty little tasks to every students which blown someone minds. Then explained some bugs in such big technologies libraries and modules like list in python and linked to vision to make #righteducation so every student can find those bugs and get recognition by super product-based companies. Discussed about LinuxWorldInformatics Internship during summer and How they are training students at low cost and offering high certifications and helping for jobs.
• Then actual though job began of implementation of python and anaconda tricks on jupyter notebook for cv2 module. Sir cropped the photo using arrays and used it for changing image colors and strick out some portion of image to show margins of images. Vision was to show image is formed i.e. using arrays of 3 types of co-ordiantes and How one can edit image without using any other program or software for editing like photoshop.
• Then connected the live streaming program to Machine learning for work on the face recognization using computer vision. Sir teach how to make a dataset of images by having equal length to have equal co-ordinates and explained whole code for face recognition from training of images to testing and deploying of system. After that further step was they connected code of face recognition to docker and linux for having OS durability and accessibility faster and to get flexibility by linux. Inside linux implemented same code to open account inside linux through face recognition and it was showing 92% accuracy.
• Explained MLOps in detail i.e. fusion of ML and DevOps, Showed some papers to show importance of MLOps or AIOps Engineer in market and demand for such knowledge. Encouraged students to learn different technologies simultneously.
• And further explained how can this different algorithim like LBPH can be used in COVID-19.
• Then studied about deep learning and importance of Mask R-CNN and explained one code for object detection from scratch and further trained about RCNN features in detail.
• Showed the various features of R-CNN and Faster CNN and how it can be implemented in COVID-19 project, This is the best method to classify images and obtain the best outcome for out future world.

Vision & Idea:

PATH CROSSED BY CORONA INFECTED PERSON

Sir, We can make a Application which can track the location of every people and will make sure that everyone should download it and keep it using. Because tracking location of infected person through mutant corona virus can help in manner to stop the spreading the disease further, When it will be discovered that he/she is infected by this disease should submit their details of application. So, Easily inside the app it will be shown to doctors that this person has crossed the path with such number of people in his surroundings. So before someone getting in contact with those people police can bring them for checking of infections and chain can be break. Also worked previously on projects like Self driving car, Mask and Gun detection for bank security system by deep learning using OpenCV using python and CNN.

Thank yo so much!!!

Vimal Daga Sir for IIEC_DOT Initiative.