https://github.com/datitran/dogs-vs-cats
https://github.com/datitran/dogs-vs-cats
Last synced: 4 months ago
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- Host: GitHub
- URL: https://github.com/datitran/dogs-vs-cats
- Owner: datitran
- License: mit
- Created: 2016-12-09T07:47:12.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2017-04-18T07:42:34.000Z (about 9 years ago)
- Last Synced: 2025-07-09T07:53:12.799Z (12 months ago)
- Language: Jupyter Notebook
- Size: 440 KB
- Stars: 7
- Watchers: 4
- Forks: 4
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# 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](LICENSE) for details.
Copyright (c) 2016 [Dat Tran](http://www.dat-tran.com/).