/Kaggle_Yelp_Photo_Top10_Solution

Includes code used by a top-10 solution in Kaggle's Yelp Restaurant Photo Classification competition: https://www.kaggle.com/c/yelp-restaurant-photo-classification

Primary LanguagePython

Kaggle_Yelp_Photo_Top10_Solution

A top-10 solution in Kaggle's Yelp Restaurant Photo Classification competition: https://www.kaggle.com/c/yelp-restaurant-photo-classification

The solution is a 3-step process:

  • Step 1 is to extract deep-learning features for images using TensorFlow and Caffe
  • Step 2 is to compute the business features based on their corresponding images' deep-learning features
  • Step 3 is to build a classifier and make label predictions for businesses