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kaggle_submission
Proble_statement.pdf
ReadMe.md
Report.pdf
asudata.py
augutil.py
fooling.py
guided.py
model.py
train.py
utils.py

ReadMe.md

Files containing code:

  1. asudata.py = for creating augmented data
  2. augutil.py = as a utility to support asudata.py
  3. fooling.py = for fooling the network, called via train.py
  4. guided.py = for guided back propm called via train.py
  5. model.py = contains model created in Pytorch, called via train.py
  6. train.py = main file where the programs start
  7. utils.py = contains support functions

Report PDF document: Report.pdf

Running Requirements: 1) pytorch 2) torchvision 3) opencv 4) python 3.6 5) PIL 6) skimage.io 7) shutil 8) multiprocessing

Running Instructions: Run main file as: python train.py (give parameters as required, parameter help available using -h standard help flag)