Machine Learning Techniques for Image processing and Computer Vision @ E & ICT Academy, NIT Warangal

Participants Information

Participants: 52
Speakers:07
Female participants:23
Male participants:29
Participants from SC/ST category:07
Research Scholars:04

Lab Sessions

  • Neural networks and Decision Trees

Topics Covered

  • Overview of Machine Learning
  • Unsupervised Learning Methods
  • Supervised Learning Methods
  • Regression and Decision Trees
  • Neural Networks
  • Bayesian Learning
  • Dimensionality Reduction
  • Support Vector Machine-1 and Applications
  • Medical Image Data Processing
  • Deep Learning Models
  • Computer Vision Applications
  • Video content analysis
  • Data Driven Methods
  • Optimization Methods
  • Medical Data Applications
  • Medical Applications

Highlights

List of Speakers

Dr. Subrahmanya Sastry Challa, Associate Professor, IIT Hyderabad

Prof. R. B. V. Subrahmanyam, Professor, NIT Warangal

Dr. K. V. Kadambari, Assistant Professor, NIT Warangal

Dr. I. Earnest Paul, Assistant Professor, NIT Warangal

Dr. Sushil Kumar, Assistant Professor, NIT Warangal

Dr. M. Sandhya, Assistant Professor, NIT Warangal

Dr. M. Srinivas, Assistant Professor, NIT Warangal

Feedback Summary

  • Hands on sessions were excellent.

  • Lectures were delivered by eminent resource persons.

  • Course organization was good.

  • Good Hospitality

    • Suggestions from Participants

  • Required more online resources(vedios) and more hands on sessions.

  • Required some more updated Research problems and case studies.

  • Required more theory sessions for detailed explanation and derivations of formulas should be specified.