In this study, all of the methods utilized to segment cardiac images have been evaluated. Recent research reveals that new deep learning approaches using high-speed GPUs provide effective results when compared to more classical image segmentation methods. Along with the evaluation of research, all of the accessible cardiac imaging datasets are documented comprehensively.