Character character conversion method in image, electronic equipment and storage medium

Abstract

The embodiment of the invention relates to the field of image processing, and discloses a character conversion method in an image, electronic equipment and a storage medium. The character conversion method in the image comprises the following steps: carrying out face attribute marking and face alignment on an obtained training image to obtain a first training data set, wherein face attributes comprise gender, age and face shape; grouping the training images according to ages and genders, and performing face alignment to obtain a second training data set; training an image training cascade neural network according to the first training data set, and obtaining a face attribute recognition model; training an image training adversarial learning network according to the second training data set to obtain a sexual transfer model; and processing a test image according to the identification model and the sexual transfer model to obtain a sexual transfer image. In the process of character image sexual transfer, the purpose of providing diversified special-shaped features for character sexual transfer in the image is achieved.

Description

technical field [0001] The embodiments of the present invention relate to the field of image processing, and in particular, to a method, electronic equipment, and a storage medium for character transformation in an image. Background technique [0002] The gender change of a person image is to change the face of the person in the photo to the appearance of the opposite sex. Among them, the appearance characteristics to be changed mainly include facial features, skin, hairstyle, makeup, age, etc. The gender replacement of existing person images is usually to first perform gender recognition on the faces to be processed in the image, and then perform corresponding facial deformation, beautification, makeup, and facial decoration on the faces to be processed according to the gender recognition results. Specifically, if the face to be processed is identified as a male, the face to be processed is processed with female preferences, such as deforming to the direction of oval face a...

AI Technical Summary

Problems solved by technology

[0003] However, women have oval faces and big eyes, men have wide faces and thick eyebrows, etc. are gender preferences based on traditional experience. They are fixed and stereotyped impressions based on gender. The demand for sexual transformation of character images under preference

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