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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