Yelp Photo Classification

This project is done as a part CMPE-257 Machine Learning course.

The dataset used in this project is taken from the yelp website. It can be downloaded using the link: https://www.yelp.com/dataset

Models Used

2-layer CNN
Inception V3 model (with pretrained ImageNet weights)
SqueezeNet

XGBoost
Tensorflow based 3-layer CNN

Name		Name	Last commit message	Last commit date
Latest commit History 30 Commits
ImageTagGeneration		ImageTagGeneration
Combining_Json_Images.ipynb		Combining_Json_Images.ipynb
Gradient_Boost_Prototype.ipynb		Gradient_Boost_Prototype.ipynb
ImageClassification_CNN.html		ImageClassification_CNN.html
ImageClassification_CNN.ipynb		ImageClassification_CNN.ipynb
Inception_V3_hyperparameter_tuning_using_talos.ipynb		Inception_V3_hyperparameter_tuning_using_talos.ipynb
Inception_V3_image_classifier_yelp.ipynb		Inception_V3_image_classifier_yelp.ipynb
README.md		README.md
ResizeImages.ipynb		ResizeImages.ipynb
SqueezeNetNN.ipynb		SqueezeNetNN.ipynb
combined_json_and_images.csv		combined_json_and_images.csv
inception_v3_trained.model		inception_v3_trained.model