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HBM516E - Term Project

Introduction

This project aims to visualize CNN outputs by using Paraview. 5 of ImageNet classes are used. Each class has 5 examples, also. Those classes:

  • tiger_cat
  • tabby_cat
  • sport_car
  • doberman
  • rotweiller

Folder Structure

  • outputs-resized-single-filter: ResNet-50 outputs of 25 examples.
  • netcdf: NetCDF files of 25 examples.
  • images: Images of 25 examples.
  • animations: Paraview animations of 5 examples, 1 from each class.
  • states: Saved states during visualizations.
  • create_nc.ipynb: Takes ResNet-50 outputs and generate NetCDF files.