Face image attribute editing method and device, storage medium and equipment

The invention discloses a face image attribute editing method and device, a storage medium and equipment. According to the method, attributes and backgrounds are dissociated in a feature space by using two independent face attribute encoders and image background encoders, attribute vectors are edited in the feature space, and a target image is generated through a face vector decoder. And the facevector decoder adopts a skip connection mode during processing, and weights each channel of the feature map according to the contribution degree weight of the result in skip connection operation, so that the numerical value of the feature map channel with high contribution degree is increased. A generated image obtained by the face vector decoder passes through the face attribute encoder and the image background encoder again, and the consistency of attribute vectors and content vectors in the encoding process is restrained through mean square error loss. According to the method, the phenomenon of attribute aliasing d