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- Machine Learning for Computer Vision Applications MLCVA 19
Machine Learning for Computer Vision Applications MLCVA 19, Mepco Schlenk Engineering College, Faculty Development Program, Sivakasi, Tamil Nadu, 9th - 13th December 2019
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- Event Type:
- Venue/Offline Mode
- Start Date :
- 9th December 2019
- End Date :
- 13th December 2019
- Location :
- Sivakasi, Tamil Nadu
- Organizer :
- Mepco Schlenk Engineering College
- Category :
- Faculty Development Program
About Event
In this course we intend to introduce the basic concepts of computer vision and machine learning from a mathematically well motivated perspective. This course covers some of the most popular supervised learning algorithms including linear regression, decision trees, k-nearest neighbor, Bayesian learning, support vector machines, neural networks with an introduction to Deep Learning and unsupervised clustering algorithms. We also discuss about, how machine learning algorithms are applied to various computer vision problems. This course also includes hands-on problem solving with programming in Python and some tutorial sessions. Eminent resource persons will be handling the sessions.
Events
Introduction to Computer Vision
Image Processing Techniques
Machine Learning Fundamentals
Regression and Classification
Bayesian Learning & Instance based Learning
Support Vector Machines
Perceptron & Neural Networks
Unsupervised Learning Techniques
Convolutional Neural Networks
Machine Learning Applications in Signal & Image Processing
Departments:
CSE ECE IT EEE Instrumentation Mechanical Civil Chemical Energy Metallurgy Industrial MCA Telecommunication Ocean Mechanics Aeronautical Aerospace Automobile Design Ocean MediaAccommodation
In-campus accommodation will be provided to the participants
on request.
Accommodation Fee : Rs.100/- per day.