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Target detection method and related equipment

A target detection and algorithm technology, applied in the field of image processing, to achieve the effect of improving the accuracy of target detection

Pending Publication Date: 2022-04-05
深圳市华尊科技股份有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The target detection model based on Transformer is better in the detection of large and medium targets, but there is still room for improvement in the recall rate and detection accuracy of the target

Method used

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  • Target detection method and related equipment
  • Target detection method and related equipment
  • Target detection method and related equipment

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Embodiment Construction

[0024] In order to better understand the present application scheme, in connection with the drawings in the present application, the technical solutions in the present application embodiment will be clear and completely described, apparent. It is a part of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained without creative labor are not made in the pre-creative labor premises.

[0025] The specification of the present application and the claims, "first", "second", etc. Moreover, the terms "including" and "have" and any variations, intended to cover the inclusion of his inclusion. For example, a series of processes, methods, systems, products, or devices that include a series of steps or units are not limited to the listed steps or units, but optionally, there is also a step or unit that is not listed, or optionally also include Other steps or units inherent in these processes, methods, products, ...

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Abstract

The embodiment of the invention discloses a target detection method and related equipment. The method comprises the following steps: acquiring a first image; extracting image features of the first image by using an image and convolutional neural network fusion algorithm; dividing the image features into P superpixels by using a superpixel extraction algorithm, wherein P is an integer greater than 1; and the P superpixels are input into a transform model for operation, and a target detection result is obtained. According to the embodiment of the invention, the target detection precision can be improved.

Description

Technical field [0001] The present application relates to the field of image processing, and more particularly to a target detection method and related equipment. Background technique [0002] In the prior art, the target detection is a major task in computer vision, and has a wide range of application prospects in the industry and scientific research. With the application of Transformer in the visual direction, the accuracy of target detection has improved slightly on the public data set. TRANSFORMER-based target detection model is better in large and medium target detection, but there is still an improvement in the recall rate and detection accuracy of the target. Therefore, how to improve the accuracy of target detection is urgent. Inventive content [0003] The present application embodiment provides a target detection method and related device, which can improve the target detection accuracy. [0004] In the first aspect, the present application provides an object detection...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/11G06T7/62G06T7/73G06N3/04G06V10/80G06V10/82
Inventor 施宏恩梅术正范艳吴伟华
Owner 深圳市华尊科技股份有限公司