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No one knows where America’s helipads are, except this neural network

Insight

Transfer learning applied to ResNet50 CNN Training results The final accuracy of the model, when tested on a subset of the training data, was 97%. As you can see below from the rapid reduction in validation loss over increasing training sizes, the model quickly converged. Below is a visualization of the results.