METHOD AND APPARATUS FOR TRAINING HEAT MAP GENERATION MODEL, AND ELECTRONIC DEVICE AND STORAGE MEDIUM

Provided in the present disclosure are a method and apparatus for training a heat map generation model, and an electronic device and a storage medium, in particular relating to the technical fields of deep learning, image recognition, computer vision, AI medical treatment, etc. The specific implementation solution is: acquiring an eye fundus image and a labeled heat map corresponding to the eye fundus image, wherein a heat value corresponding to a macular central fovea in the labeled heat map is different from heat values corresponding to the remaining pixel points, and the macular central fovea is a pixel point located in the eye fundus image; processing the eye fundus image by using an initial model, so as to acquire a predicted heat map corresponding to the eye fundus image; on the basis of the difference between a predicted heat value of any point in the predicted heat map and a labeled heat value of a corresponding point in the labeled heat map and the distance between the any point and the macular centr