Image generation method and device, equipment and storage medium

The invention provides an image generation method and device, equipment and a storage medium, and relates to the technical field of artificial intelligence, in particular to the technical fields of deep learning, sample generation and the like. The image generation method comprises the steps that for each initial confrontation image in at least one initial confrontation image, the confidence degree that a preset target contained in each initial confrontation image is correctly recognized is determined, and the at least one initial confrontation image is obtained based on initial disturbance information; obtaining at least one group based on the confidence; constructing a loss function based on the confidence included in each group and the weight of each group, and adjusting the initial disturbance information based on the loss function to obtain final disturbance information; and generating a disturbance image based on the final disturbance information, wherein the disturbance image is used for generating a f