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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 at least the following components:

• Summarize your replication result
  • Include at least six images with heatmaps: three with correct predictions and three with incorrect predictions.
• Discuss shortcomings of your approach
• List possible improvements
• Conclusions: summarize what you learned from the project

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