Vision Transformers for Image Classification

Final project for DS4440: Practical Neural Networks, Fall 2020.

Project structure is as follows:

• implementation/: the transformer.ipynb file contains the model implementations and experiments: in short, everything of importance for this project.
• final_project_report.pdf: the writeup for the project.
• collection/: scratch space for possibly scraping OpenImages data. Not included in the final results.
• data/: directory for data assets as specified in config.py, included under .gitignore.
• writeup/: source files for the writeup, done in LyX.