Evaluating Contextual Bias in CNN Image Classification: Evidence from Agricultural Benchmark Datasets

Abhilekha Dalal, Michael Okonoda, Eder Martinez +1

Convolutional neural networks (CNNs) are typically evaluated using held-out classification accuracy, an approach that presupposes predictions are based primarily on the intended ob…