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

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 implemen...

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Hauptverfasser: WANG, Lei, WANG, Zhaowei, LIU, Jia, YANG, Yehui, SUN, Qinpei
Format: Patent
Sprache:chi ; eng ; fre
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CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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creator WANG, Lei
WANG, Zhaowei
LIU, Jia
YANG, Yehui
SUN, Qinpei
description 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
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subjects CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
title METHOD AND APPARATUS FOR TRAINING HEAT MAP GENERATION MODEL, AND ELECTRONIC DEVICE AND STORAGE MEDIUM
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