Image recognition method and apparatus, training method, electronic device, and storage medium
AssigneeBoe Technology Group Co., Ltd.
InventorZhenzhong Zhang
Life of this patent
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Abstract
An image recognition method and apparatus, a training method, an electronic device, and a storage medium are provided. The image recognition method includes: acquiring an image to be recognized, the image to be recognized including a target text; and determining text content of the target text based on knowledge information and image information of the image to be recognized.
Claims20
An image recognition method, comprising:
- acquiring an image to be recognized, wherein the image to be recognized comprises a target text;
- and
- determining text content of the target text based on knowledge information and image information of the image to be recognized.
A training method of a first neural network for image recognition, wherein the first neural network comprises a recurrent neural network and a convolution neural network,
- the first neural network is configured to:
- acquire an image to be recognized, wherein the image to be recognized comprises a target text;
- and
- determine text content of the target text based on knowledge information and image information of the image to be recognized;
- and
- the training method comprises:
- inputting training data into the first neural network to obtain output data output from the first neural network;
- and
- by using a back propagation algorithm, based on a loss function, modifying parameters of the recurrent neural network and parameters of the convolution neural network.
An image recognition apparatus, comprising:
- an acquisition module, configured to acquire an image to be recognized, wherein the image to be recognized comprises a target text;
- and
- a determination module, configured to determine text content of the target text based on knowledge information and image information of the image to be recognized.
Dependencies are inferred from the claim text.