Kaggle Dog Breed Identification

This is a tensorflow and keras re-implementation of DogBreed_gluon, a code for Dog Breed Identification competition.

Thanks for the author @ypwhs.

Dependency (development environment)

• OS: Ubuntu 16.04
• Python: 2.7
• pip: tqdm, numpy, tensorflow(1.4), keras(2.0), pandas, h5py, sklearn

Preparation

• Place the data files and Stanford Dogs Dataset into root fold.
• Download tensorflow model zoo fold into root fold.

Dog-Breed-Identification
|   README.md
|   get_features.py
|   pred.py
|   sample_submission.csv
|
|_______slim
| |     setup.py
| |     slim_walkthrough.ipynb
| |     ...
| |
| |____nets
| |     resnet_v1.py
| |     inception.py
| |     ...
| |
| |____preprocessing
| |     vgg_preprocessing.py
| |     inception_preprocessing.py
| |     ...
| |
| |...
|
|______Images
| |____ n02085620-Chihuahua
| |____ n02085782-Japanese_spaniel
|       ...
|
|______test

Run

python get_features.py
python pred.py