Multi-task target detection model for target detection and semantic segmentation

A multi-task target detection model for target detection and semantic segmentation comprises a detection module and a semantic segmentation module, and the detection module and the semantic segmentation module are respectively deployed on mobile terminal equipment and are in communication connection through a backbone network. According to the method, the cut SwinTransform is adopted as a backbone network, in order to further enable algorithm models of the detection module and the semantic segmentation module to be more universal and further reduce the influence of the prior data size on the algorithm models, the detection module and the semantic segmentation module adopt an AncorFree detection mode in a detection algorithm branch, and the detection algorithm is more accurate. Finally, the position and contour information of the object can be quickly identified within 50ms on the mobile terminal equipment, extra overhead required by program deployment is not required under the condition of a large number of u