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dogs-vs-cats's Introduction

Dogs-vs-Cats

A fun project to differentiate dogs from cats. Dataset is from Kaggle: https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition. Download it and create a data folder, put train.zip and test.zip into it.

Getting Started

Train data

python dogs_vs_cats_training.py

Generate submissions for kaggle

python create_submissions.py

Notes

  • Pretrained VGG16 model: dogs_vs_cats_training_pretrained.py
  • Pretrained VGG16 model with image augmentation: dogs_vs_cats_training_pretrained_optimized.py
  • Submission generation script: create_submissions_pretrained.py

Copyright

See LICENSE for details. Copyright (c) 2016 Dat Tran.

dogs-vs-cats's People

Contributors

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