/cnn-vs-transformers-msc-thesis

Comparing explanations of CNN and transformer models - Experiments and code for Master Thesis

Primary LanguageJupyter Notebook

Comparing CNN and transformer models by comparing their explanations

Repository for my Master in Data Science thesis

Title: Comparison of convolutional neural networks and transformer architectures for image classification using explanation methods

Author: Mateusz Stączek

Supervisor: Elżbieta Sienkiewicz, PhD

Codes

codes directory contains both implementation of the analysis pipeline as well as its usage.

Results

Go to the results directory to read about various experiments and their results.

WIP