OmarAlaaeldein / Computer-Vision

Computer Vision CSE 429 Labs

Useful notebooks that covers introductory concepts in Computer Vision and Machine Learning

Description

This repository covers many concepts like:

• PCA, finding Eigenfaces of a collection of images
• Implementation of Zhang-Seun’s Thinning algorithm, for thinning and extract the skelton of an object
• Histogram Equalization, Binary Image Thresholding, and Image Clustering using K-means
• Image Denoising using filters and Gausian Pyramids
• Implementing a Neural Network with customizable layers and activation functions from scratch using OOP
• Implementing K-means from scratch using OOP

Acknowledgments

• Eng. Zyad Shokry, especially in the Neural Network Lab, most of the implemetation is his