Three Day Online Workshop on Machine Learning Solutions for Image Processing Applications using Python 2021

Machine learning for Image Processing Applications is a breakthrough that continues to fuel the curiosity of start-up founders, computer scientists, and engineers for decades. Machine learning is a discipline at the intersection between computer science and math that aims to develop computational models that can model data patterns and relations in a way such that the model can generalize from training data to previously unseen test data and thus enable a computer to learn based on examples. In this workshop, we intend to introduce the basic concepts of image processing and machine learning. Hands-on sessions will be handled using Python Programming.

Introduction to Python
Image Processing
Color models
Point-wise operations
Image Binarization
Histogram Equalization
Spatial Image Filtering
Introduction to Machine Learning
Supervised and Unsupervised Learning
Regression
Classification
Clustering