DSC180F20W10

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:

• A title for your report
• Your team members' names
• 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.
• You can use this code as a basis.