DSC180F20W10

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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

  • 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