Overview

You can propose any project that involves transformer-based or other convolution-free models applied to any computer vision area of interest to you. Projects should be completed in groups of two. If you want to pursue a project individually, please come talk to me before you do so. If you do not have access to GPUs, please contact me as well. 

Project Proposal (10%) (Presentations on 02/14/22 & 02/16/22, Report Due 02/20/22)

You can use the following template to generate your proposal report.  Your initial proposal should be about 2-4 pages and it should cover the following items: 

  • The problem that you are trying to solve.

  • The motivation behind the problem.

  • Your proposed approach, and how it relates to prior work.

  • The experiments that you plan to conduct.

  • The datasets that you plan to use.

Project Milestone (10%) (Presentations on 03/14/22 & 03/16/22, Report Due 03/20/22)

You should extend your project proposal to include the following:

  • A preliminary set of results.

  • Your analysis of those results.

  • Additional experiments that you plan to run.

Final Presentation (20%) (Presentations on 04/25/22 & 04/27/22, Report Due 05/01/22)

You should extend your project milestone to include:

  • The final set of results.

  • Your analysis of those results.

  • Your overall conclusions and findings from the project.