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Image detection method and device, computer readable storage medium and electronic equipment

An image detection and image block technology, applied in computer parts, computing, image analysis and other directions, can solve complex post-processing, post-processing difficult speed and other problems, to reduce the difficulty and speed up the effect

Pending Publication Date: 2021-08-17
BEIJING HORIZON INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0002] There are two main tasks in object detection: object classification and localization; this means that it is not only necessary to use algorithms to determine the category of objects present in the image, but also to mark the location of the object in the image; current object detectors require complex post-processing processing, such as non-maximum suppression, and this post-processing is often very difficult and slow to implement in hardware

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  • Image detection method and device, computer readable storage medium and electronic equipment
  • Image detection method and device, computer readable storage medium and electronic equipment
  • Image detection method and device, computer readable storage medium and electronic equipment

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Embodiment Construction

[0038] Hereinafter, exemplary embodiments according to the present disclosure will be described in detail with reference to the accompanying drawings. Apparently, the described embodiments are only some of the embodiments of the present disclosure, rather than all the embodiments of the present disclosure, and it should be understood that the present disclosure is not limited by the exemplary embodiments described here.

[0039] It should be noted that relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present disclosure unless specifically stated otherwise.

[0040] Those skilled in the art can understand that terms such as "first" and "second" in the embodiments of the present disclosure are only used to distinguish different steps, devices or modules, etc. necessary logical sequence.

[0041] It should also be understood that in the embodiments of the present disclosure, "...

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Abstract

The embodiment of the invention discloses an image detection method and device, a computer readable storage medium and electronic equipment. The method comprises the steps: determining the number of pixels of a to-be-detected image; determining a segmentation mode of the to-be-detected image based on the number of pixels; segmenting the to-be-detected image based on the segmentation mode to obtain a plurality of image blocks with the resolution of m pixels*n pixels, m and n being respectively integers greater than or equal to 1; arranging the plurality of image blocks according to a set sequence to obtain a to-be-detected sequence; and determining a detection result of the to-be-detected image based on the to-be-detected sequence. According to the embodiment of the invention, the to-be-detected image is processed into the one-dimensional to-be-detected sequence, and the end-to-end image detection process is realized through a detection neural network, so that the image detection speed is increased, and the image detection difficulty is reduced.

Description

technical field [0001] The present disclosure relates to image detection technology, in particular to an image detection method and device, a computer-readable storage medium, and electronic equipment. Background technique [0002] There are two main tasks in object detection: object classification and localization; this means that it is not only necessary to use algorithms to determine the category of objects present in the image, but also to mark the location of the object in the image; current object detectors require complex post-processing processing, such as non-maximum suppression, and this post-processing is often very difficult and slow to implement in hardware. Contents of the invention [0003] In order to solve the above-mentioned technical problems, the present disclosure is proposed. Embodiments of the present disclosure provide an image detection method and device, a computer-readable storage medium, and electronic equipment. [0004] According to an aspec...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11G06N3/02G06K9/62
CPCG06T7/0002G06T7/11G06N3/02G06F18/214
Inventor 方羽新武锐牛建伟
Owner BEIJING HORIZON INFORMATION TECH CO LTD