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The performance of the optimized predictive model. a) The square root of image area is on the x-axis and the egg count is on the y-axis. Manually counted values are shown in red and the predicted values from the model are shown in blue. Pairs of values (manually counted and predicted) for individual images are connected by a red line. b) Distribution of predicted values for all images in the data set. Inflated zero counts results from assigning a value of 0 to any predicted values <0.
