A semantic segmentation network structure generation method and apparatus, an electronic device, and a computer-readable storage medium. The method comprises: generating corresponding architecture parameters for various units, which constitute a super unit, in a semantic segmentation network structure (101); optimizing the semantic segmentation network structure on the basis of an image sample, and removing a redundant unit in the super unit to which a target unit belongs, so as to obtain an improved semantic segmentation network structure (102); by means of a clustering unit in the improved semantic segmentation network structure, performing feature fusion on output of the super unit from which the redundant unit is removed, so as to obtain a fused feature map (103); performing identification processing on the fused feature map to determine a position corresponding to an object in the image sample (104); and on the basis of the position corresponding to the object in the image sample, and a label corresponding to the image sample, training the improved semantic segmentation network structure to obtain a trained semantic segmentation network structure (105).
SEMANTIC SEGMENTATION NETWORK STRUCTURE GENERATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM