Difference between revisions of "DSC180F20W10"
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Write a 3-6 pages long report on your final replication project. Include the following components: | Write a 3-6 pages long report on your final replication project. Include the following components: | ||
| − | * | + | * Summarize your replication result |
| − | ** Include at least | + | ** 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 | + | * Conclusions: summarize what you learned from the project |
==Code== | ==Code== | ||
Revision as of 23:48, 13 December 2020
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:
- 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
