Training dataset for convolutional neural network classification – will images captured on the ground be useful for training aerial imagery?

I am an agronomy graduate student looking to classify crops from weeds using convolutional neural networks (CNNs). The basic idea that I am wanting to get into involves separating crops from weeds from aerial imagery (either captured by drones or piloted aircraft). The idea of the project that I am proposing involves spending some time…

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