Faculty Development Programme on

Machine Learning and Deep Learning

for Video Analytics

02-06, November 2020

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Course Outline

Day-1

Introduction to Machine Learning; Basics of Machine Learning for Video Analytics; Demo session on Video Analytics Case Studies

Day-2

Clustering Techniques and laboratory sessions on Clustering Techniques using Python considering image/video analytics problems (Standard image and video datasets are considered)

Day-3

Classification Techniques and laboratory sessions on Classification Techniques using Python considering image/video analytics problems (TRECVID Datasets are considered)

Day-4

Neural Networks for video analytics; Deep learning for video analytics; Laboratory sessions on Deep learning Techniques using Python considering image/video analytics problems (TRECVID Datasets are considered)

Day-5

Online sessions on Yoga for Mental Health and Stress Management and research avenues in Machine Learning/ Deep learning for video analytics.

Services

COURSE HOSTS

The Faculty Development Programme is sponsored by AICTE under ATAL inetiative and organised by Mangalore University.

AICTE

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The All India Council for Technical Education (AICTE) is the statutory body and a national-level council for technical education, under Department of Higher Education, Ministry of Human Resource Development.
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ATAL

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The AICTE has constituted the knowledge development academy known as AICTE Training And Learning (ATAL) Academy which focus mainly on providing generous funding to organize unique FDP on thrust areas of modern technology.
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Mangalore University

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Mangalore University is one of the premier Universities in the country accredited by NAAC with ‘A’ grade, having 26 Departments offering 37 PG programmes, 29 Ph D programmes and over 210 colleges are affiliated to the University.
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REGISTRATION

HOW TO REGISTER
  • No Registration Fee
  • Last Date: 24-Oct-2020
  • Participants should attend the FDP for the entire duration through WebEx platform
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WHO CAN ATTEND
  • Faculty from AICTE approved Institutions & Universities
  • Participants from Government Organization & Industry
  • Research Scholars & PG Students
  • Faculty of Host Institution
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CONTACT
  • bhshekar@gmail.com
  • +91 - 7022494921 (Mob)
  • +91 - 9480146921 (Mob)
  • +91-824-2287670 (Off)
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Chief Patron

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Prof. P. Subrahmanya Yadapadithaya,
Vice Chancellor,
Mangalore University.
Patron

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Sri. K. Raju Mogaveera,
KAS
Registrar,
Mangalore University.
Programme Committee
Co-ordinator

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Dr. B.H. Shekar,
Professor & Chairman,
Dept. of Computer Science.
Member

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Dr. Doreswamy,
Professor,
Dept. of Computer Science.
Member

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Dr. Manjaiah D.H,
Professor,
Dept. of Computer Science.
Member

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Dr. H.L. Shashirekha,
Professor,
Dept. of Computer Science.
Member

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Mr. Prakasha M.,
Assistant Professor,
Dept. of Computer Science.