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.
python dogs_vs_cats_training.py
python create_submissions.py
- 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