Hashed Binary Search Sampling for Convolutional Network Training with Large Overhead Image Patches

Dalton Lunga, Lexie Yang, Budhendra Bhaduri

Very large overhead imagery associated with ground truth maps has the potential to generate billions of training image patches for machine learning algorithms. However, random samp…