Patent ID: 11928872
Assignee: SHANGHAI GOLDWAY INTELLIGENT TRANSPORTATION SYSTEM CO., LTD.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. The method of claim 10, wherein performing convolutional kernel correction for the feature map subjected to convolutional processing comprises:
obtaining a first feature map by performing convolutional processing of a first convolutional kernel for the feature map subjected to convolutional processing, and obtaining a second feature map by performing convolutional processing of a second convolutional kernel for the first feature map;
obtaining a third feature map by performing convolutional processing of a third convolutional kernel for the second feature map, and obtaining a fourth feature map by performing convolutional processing of a fourth convolutional kernel for the second feature map; wherein the third convolutional kernel has a size of m*n, the fourth convolutional kernel has a size of n*m, m and n are positive integers and m is less than n;
obtaining a fifth feature map by performing channel splicing for the first feature map, the second feature map, the third feature map and the fourth feature map; and
obtaining a feature map subjected to convolutional kernel correction by performing compression activation processing for the fifth feature map.