Machine Learning, Deep Learning, Image Segmentation, Keras, Biomedical Imaging.
mask is nothing but a 2D matrix with value 1 at object annotated locations and the rest pixel values as 0. Cross-entropy while being the frequent choice for the classification task, it can be used for segmentation task as well because in simpler terms a segmentation mask is nothing but a set of