Introduction to Computer Vision

Workshop Overview

This workshop covers basics in computer vision including basic image manipulation using the Image Processing Toolbox in Matlab, edge detection and 2D object detection.

Learning Outcomes

  • Learn how an image is loaded and manipulated on matlab
  • Learn about image filters
  • Learn about image color segmentation
  • Detect edges and use the Structured Edge Detection Toolbox from Github to generate object proposals
  • Learn how to train an object classification module, starting from setting the ground truth to extracting features and finally training a neural network and testing it

Prerequisites

Some Matlab knowledge is needed.

Presenters

Shirine El Zaatari ([email protected])

Hardware/Software Setup

  • Matlab (provided in the lab)
  • Folder of images and premade code to tweak and run

Workshop Files

Helpful links