utsavdarlami/cv_workshop

Workshop on Computer Vision

Docsumo Workshop Day 3 [Computer Vision]

A repo created for **5-day Machine Learning and Data Science Bootcamp, hosted by ITSNP and supported by Vrit Technologies Tech and Docsumo**

Resources and References [This notebook uses the following resources]

• Videos
  • https://nptel.ac.in/courses/106106224 [IIT Hyderabad]
  • https://fpcv.cs.columbia.edu/ [First Principles of Computer Vision]
  • https://www.youtube.com/@DigitalSreeni [Digital Sreeni]
• Book
  • https://szeliski.org/Book/ [Computer Vision: Algorithms and Applications, 2nd ed.]

Introduction to Computer Vision

Images and their properties

RGB image and Grayscale image

Edge Detection

Example: Canny edge detector

Image Filtering and Sharpening

Face detection

Tools

OpenCv

Skimage

Resources and References