- July 14, 2021
- 10:00 AM - 2:00 PM
AI Pathshala on Machine Learning - Module 2
July 14, 2021
10:00 AM – 2:00 PM
AI Pathshala on Machine Learning – Module 2
Computer Vision and Image Analysis
This workshop is in association with:
Computer vision plays a major role in coming days. Many process are getting automated. And Computer vision technology plays a strong base for the development of such applications. In future majority of the data collected will be in the form of Text & Images. Also with social distancing becoming a norm in near future Computer vision plays a major role in Analytics domain.
Some of the well known applications are in Retail-Image matching, Manufacturing like identifying the defects in Assembly lines, Picking up of correct parts, Supply chain-Use of Drones for contactless delivery, Contact Tracing by Analysing CCTV Images, Agriculture, Security, Automatic Boarding in Airlines, Construction Industry where Automatic Virtual reality can be used for marketing, remote training at multiple locations.
Every day one comes across new application of Computer Vision. This is one of the hot skill areas required in coming days.
This Hand-On workshop will provide an introduction to Computer Vision & Image Analysis and will also focus on the Managerial Applications of this revolutionary technology.
Learning Outcomes: At the end of the workshop participants will get a good exposure to various pre-processing & enhancement to digital images before processing for classification. This is a very important step especially for Images.
They will also learn how to set up a deep learning environment using KNIME as front end and KERAS/TENSOR Flow as back end. Setting up of various hyper parameter in KERAS to obtain optimum results.
Workshop Schedule
The worskhop will be held on Wednesday, 14th July, 2021 from 10:00 AM – 2:00 PM.
- Overview of Computer Vision and Image pre processing
- Neural Networks and deep learning
- Convolution Neural Networks and its application in Image Processing
- Application of Deep learning for Text and Sentiment Analysis
- Q&A
Who should attend?
This workshop will be beneficial for Business Analysts, Data Scientists , Faculty / Research Staff of educational Institutes. Marketing / Sales Professionals, E commerce professionals etc.
No programming experience is required. Only Microsoft EXCEL knowledge is required.
About the Speaker
Dr. Chandrashekar Subramanyam
Senior Professor , Jagdish Sheth school of Management
Regarded as one of the top Analytics Professor in the country today, he was the Chair Professor (July 1998 – Feb 2013) & officiating Director (April 2009 to Jan 2010) at FORE School of Management, New Delhi. He joined FORE School in 1988 as Senior Professor. There he also headed the software development function that saw building of prototype of products in areas of Business Intelligence, Risk Management, and Customer Relations Management.
He holds a Ph.D. from the University of Georgia, USA, Masters & Bachelors from IIT Kanpur and has a vast experience of more than 34 years in R&D, Academic & Industry in the area of Quantitative Techniques & IT. He teaches courses in the area of IT, Quantitative Techniques, Text Mining and Sentiment Analysis, and Advanced Market Research. He worked as Professor and Area Chair of Quantitative and Information systems group at IIM Lucknow for about ten years. He was the Member Secretary to IIM Lucknow Board for about three years. He was also a visiting Professor at Manchester Business School for about a year under Euro India exchange program.
Dr Chandrashekar has published in several International and National Journals and presented papers and chaired sessions at National and International forums. He has patents to his credit having filed a patent jointly with IFIM. He is working on his next patents in the area of Text Mining and Financial Analytics..
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