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:
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The problem that you are trying to solve.
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The motivation behind the problem.
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Your proposed approach, and how it relates to prior work.
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The experiments that you plan to conduct.
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The datasets that you plan to use.
Project Milestone (10%) (Presentations on 03/21/22 & 03/23/22, Report Due 03/27/22)
You should extend your project proposal to include the following:
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A preliminary set of results.
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Your analysis of those results.
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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:
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The final set of results.
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Your analysis of those results.
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Your overall conclusions and findings from the project.