An image description information generation method and device and an electronic device

Abstract

The invention discloses an image description information generation method and device and an electronic device. The method comprises the steps of obtaining a to-be-processed target image; Inputting the target image into a target image description information generation network, wherein the target image description information generation network is a generation network which is obtained by performing adversarial training by utilizing a plurality of sample images and is used for generating image description information; wherein the adversarial training is alternating training based on an initialized image description information generation network matched with the target image description information generation network and an initialized judgment network, and the judgment network is used forjudging an output result of the image description information generation network; And generating an output result of the network according to the target image description information, and generatingtarget image description information for describing the target image. The image description information generation method and device solve the technical problem that an image description information generation method provided by related technologies is poor in generation quality.

Description

technical field [0001] The present invention relates to the field of computers, in particular to a method and device for generating image description information and an electronic device. Background technique [0002] In order to accurately identify the content contained in the image, an image description generation algorithm is often used at present to automatically generate image description information that matches the content in the image. Among them, the commonly used generation method is to use the Encoder-Decoder (encoder-decoder) structure, using the convolutional neural network (CNN for short) as the encoder to encode the image information from the pixel space to the hidden space, and then The Recurrent Neural Networks (RNN) is used as a decoder to decode the encoded image information in the hidden space to the language space. [0003] However, although the image description information generated by the above structure can express the content in the image, the qual...

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Problems solved by technology

[0005] The embodiment of the present invention provides a method and device for generating image description information and an electronic device to at least solve the problem of generation quality in the method for generating image description information provided by related technologies. poor technical issues

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