Yelp_Photo_Classification_Classification_Challenge

Multi-label image classification problem

Pre-requisite

Keras
Tensorflow
Scikit-Learn
Numpy
OpenCV
IPython Notebook
Densenet-keras pretrain model https://github.com/flyyufelix/DenseNet-Keras

Run the desire ipython notebook as the name suggests.

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
densenet		densenet
imgaug		imgaug
.gitignore		.gitignore
0_model.h5		0_model.h5
Dense_KNN.ipynb		Dense_KNN.ipynb
Feature_Generation.ipynb		Feature_Generation.ipynb
Fully_Connect.ipynb		Fully_Connect.ipynb
README.md		README.md
base_model.ipynb		base_model.ipynb
biz_feature_KMeans_SVM.ipynb		biz_feature_KMeans_SVM.ipynb
custom_layers.py		custom_layers.py
generate_triplet_data.ipynb		generate_triplet_data.ipynb
test_imgnet_pretrain.ipynb		test_imgnet_pretrain.ipynb
train.csv		train.csv
train_photo_to_biz_ids.csv		train_photo_to_biz_ids.csv
triplet_embedding.py		triplet_embedding.py