Patent ID: 11861584
Assignee: BEIJING JINGDONG SHANGKE INFORMATION TECHNOLOGY CO., LTD.
Field: IT methods for management (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. The non-transitory computer readable storage medium of claim 17, wherein the recognizing a commodity type to which the commodities to be settled in the image of the commodities to be settled belong comprises:
establishing a fully connected layer of a convolutional neural network by a Softmax function, and calculating a confidence level of the commodities to be settled belonging to each commodity type by the convolutional neural network; and
taking the commodity type with the confidence level greater than a preset threshold as the commodity type of the commodities to be settled;
wherein pooling layers are provided between convolutional layers of the convolutional neural network, and a batch normalization layer is provided behind the last convolutional layer.