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Using GANs for Data Augmentation in Satellite-Based CNN Models

The code used for this project is contained in this repostiory. This includes code for each of the three parts of the project.

augmentation: This folder contains code for training models with augmented data.

distribution: This folder contains code for training GANs to model 1D and 2D distributions.

pre-trianed: This folder contains code for running the a pre-trained ResNet model on satellite images.

Each subdirectory has its own corresponding README with more details about the contents and the correspodning sources used.