├── .gitignore ├── LICENSE ├── README.md ├── activation_maps ├── guided_backprop.py ├── images │ ├── bad_image.png │ ├── roads.png │ └── water.png ├── visualization_utils.py └── visualize_cnn.ipynb ├── figures ├── activations1.png ├── activations2.png ├── activations3.png ├── img1.png ├── img2.png └── img3.png ├── gold_standard └── remote_features_survey_model.ipynb ├── papers ├── aaai16.pdf └── jean_et_al.pdf ├── requirements.txt ├── scripts ├── download_images.ipynb ├── feature_extract.ipynb ├── predict_consumption.ipynb ├── process_survey_data.ipynb ├── train_cnn.ipynb └── use_paper_model │ ├── caffemodel2pytorch │ ├── README.md │ ├── __init__.py │ ├── caffemodel2pytorch.py │ └── original.py │ ├── forward_pass.ipynb │ └── predicting_poverty_deploy.prototxt └── utils ├── __init__.py ├── google_downloader.py ├── planet_downloader.py ├── ridge_training.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 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