Image generation method and device and electronic equipment
An image generation and target image technology, applied in the fields of instruments, character and pattern recognition, computer parts, etc., can solve the problems of poor training image quality, high labor cost, high time cost of training image enhancement technology, and improve the recognition accuracy. , the effect of improving the generation efficiency
Pending Publication Date: 2022-03-08
CHINA TELECOM CORP LTD
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[0006] The purpose of the present disclosure is to provide an image generation method, device and electronic equipment, which are used to overcome at least to some extent the high time cost, high labor cost, and high training image enhancement technology caused by the limitations and defects of related technologies. poor quality problem
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[0030] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and will fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments. In the following description, numerous specific details are provided in order to give a thorough understanding of embodiments of the present disclosure. However, those skilled in the art will appreciate that the technical solutions of the present disclosure may be practiced without one or more of the specific details being omitted, or other methods, components, devices, steps, etc. may be adopted. In other instances, well-known technical solution...
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The invention provides an image generation method and device and electronic equipment. The image generation method comprises the steps of obtaining coordinates, foreground attribute values and foreground description information of one or more preset foreground controls in a target area; selecting a foreground material in a material library according to the foreground description information, adjusting the foreground material according to the foreground attribute value, and setting the adjusted foreground material in the target area according to the coordinates; obtaining background description information of a preset background control in the target area, and selecting a background material in the material library according to the background description information; and generating a target image according to the background material and the adjusted foreground material, and adding a label including the foreground description information to the target image. According to the embodiment of the invention, a large number of different training images with labels can be automatically generated in batches.
Description
technical field [0001] The present disclosure relates to the field of computer image processing, in particular, to an image generation method, device and electronic equipment capable of generating training images in batches. Background technique [0002] With the rapid development of image processing technology, how to enhance sample image data is very important to solve the problem of uneven distribution of sample images in actual industrial projects. For example, when performing computer image detection and classification, if the number of sample images of a certain type is small, the image detection and classification model will have less training for this type of sample images, which will lead to Wrong detection and classification results occur, which reduces the classification accuracy of the model. [0003] In order to accurately train the image detection and classification model, a large number of labeled images need to be used as training images, and obtaining suffi...
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IPC IPC(8): G06V10/774G06V10/764G06K9/62
CPCG06F18/214G06F18/24
Inventor 赵庆明
Owner CHINA TELECOM CORP LTD