This study explored the application of CNN-Transfer Learning for nondestructive chicken
egg fertility detection for precision poultry hatchery practices. Four models, VGG16 …

Highlights•Egg parameter measurements were used to define goose eggs suitable for
incubation.•Four mathematical models were developed to predict correct identification of …

Simple Summary This study employs a Mask R-CNN technique along with the transfer
learning model to accurately detect fertile and infertile eggs. It is a novel study that uses a …

This study investigates the implementation of deep learning (DL) approaches to the fertile
egg-recognition problem, based on incubator images. In this study, we aimed to classify …