Information processing device and information processing method
AssigneePanasonic Intellectual Property Management Co., Ltd.
InventorYutaka YOSHIHAMA
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Abstract
An information processing device includes: an inferencer that receives an image as an input and performs inference processing using a neural network model on the image received; and a postprocessor that processes result information indicating a result of the inference processing performed by the inferencer to output an output value. The inferencer includes one or more depthwise convolution (DWConv) layers each with a stride of two or more as one or more layers located closest to an input layer among a plurality of layers included in the neural network model.
Claims5
An information processing device comprising:
- one or more memories;
- and
- circuitry which, in operation:
- receives an image as an input and performs inference processing using a neural network model on the image received;
- and
- processes result information indicating a result of the inference processing to output an output value,
- wherein the neural network model includes one or more DWConv layers each with a stride of two or more as one or more layers located closest to an input layer among a plurality of layers included in the neural network model.
An information processing method to be performed by an information processing device, the information processing method comprising:
- receiving an image as an input and performing inference processing using a neural network model on the image received;
- and
- processing result information indicating a result of the inference processing to output an output value,
- wherein the neural network model includes one or more DWConv layers each with a stride of two or more as one or more layers located closest to an input layer among a plurality of layers included in the neural network model.
Dependencies are inferred from the claim text.