Latest revision as of 23:51, 13 December 2020

Final Replication Checkpoint

The goal of the final project is to apply the Grad-CAM algorithm to the COCO dataset.

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

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 =Final Replication Checkpoint=
-* Report: summary of replication result, shortcomings, possible improvements
+The goal of the final project is to apply the Grad-CAM algorithm to the COCO dataset.
-* Code: Functional Grad-CAM code with COCO data set
+==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 [https://github.com/jacobgil/pytorch-grad-cam use this code as a basis].