Python files :

• vgg-16_keras.py : example using VGG16 with Keras
• get_info.py : get orientation and position of buildings
• download.py : download roof images from mapbox
• load.py : load images in memory
• cnn.py : Convolutional Neural Network appllied on roof images

Notebooks :

• contrib_errors : analysis of contribution errors, mean response time...
• geo : get geographic information
• dummy : dummy model
• mppca : use MPPCA (see https://github.com/michelbl/MPPCA)
• classif : Logistic Regression (LR) and Support Vector Machines (SVM)
• CNN : use CNN on the roof images
• multi : 4 classes, using CNN and LR
• dict_learning : Dictionary Learning