Difference between revisions of "DSC180F20W10"
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Revision as of 23:23, 13 December 2020
Final Replication Checkpoint
The goal of the final project is to apply the Grad-CAM algorithm to the COCO dataset.
Report
Write a 3-6 pages long report on your final replication project. Include the following components:
- Summary of replication result
- Include at least two images: one in which the classification works well and the GradCAM images confirm it. And one where the classification is wrong and GradCAM helps to know why.
- Shortcomings
- Possible improvements
- Conclusions
Code
- Develop functional Grad-CAM code which uses the COCO data set
- Develop code that generates an analysis and figures for results
- Use this code as a basis
