Image segmentation method and device, electronic equipment and computer storage medium

The invention relates to the field of network models and image processing, and provides an image segmentation method and device, electronic equipment and a computer storage medium, and the method comprises the steps: carrying out the feature extraction and feature compression of an input original feature map through a dual-residual structure module encoder, and obtaining a final output feature map of the original feature map; integrating and mapping the final output feature map through a double-residual structure module encoder to obtain a first to-be-fused feature map and a second to-be-fused feature map; and performing feature fusion on the first to-be-fused feature map and the second to-be-fused feature map through a feature fusion enhancement module dual decoder to obtain a final fused feature map. According to the image segmentation method provided by the embodiment of the invention, the extracted feature map has better semantic expression ability through the strong feature extraction ability of the enco