Image classification is the process of segmenting images into different categories based on their features. A feature could be the edges in an image, the pixel intensity, the change in pixel values, and many more. In this project, we intend to use the convolutional neural network (CNN) a class of deep learning neural networks to help diagnose cause of death in piglets under field conditions.