Link to project
Open on GitHub
Introduction
This project intends to classify between cat and non-cat images by using two different methods: solving a system of linear equations with the use of Householder QR decomposition and using the Gradient Descent method.
Creating the application
The application was developed in Octave.
Key concepts used:
- working with vectors and matrices
- RGB and HSV histograms
- Householder QR decomposition
- Gradient Descent
Final notes
Thank you for taking the time to read this page; hopefully you found the project interesting and fun.
