Image recognition method and device, computer equipment and storage medium

An image recognition and image technology, applied in the field of computer vision, can solve the problem of low recognition accuracy

Pending Publication Date: 2020-05-19
MEGVII BEIJINGTECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, the above pedestrian attribute recogni

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  • Image recognition method and device, computer equipment and storage medium
  • Image recognition method and device, computer equipment and storage medium
  • Image recognition method and device, computer equipment and storage medium

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Embodiment Construction

[0031] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application.

[0032] The image recognition method provided by this application can be applied to such as figure 1 in the computer equipment shown. The computer device can be a terminal, and its internal structure diagram can be as follows figure 1 shown. The computer device includes a processor, a memory, a network interface, a display screen and an input device connected through a system bus. Wherein, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-...

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Abstract

The invention relates to an image recognition method and device, computer equipment and a storage medium. The method comprises the following steps: performing attribute identification on a to-be-identified image to obtain attribute information of each part of a to-be-identified target in the to-be-identified image, and classifying the to-be-identified image to obtain a classification result; and determining an attribute identification result corresponding to the to-be-identified target from the attribute information of each part of the to-be-identified target according to the classification result. In the above method, the classification result indicates the real part of the incomplete to-be-identified target contained in the to-be-identified image; wherein the attribute identification result guided and output by the classification result is attribute information of a real part of the to-be-identified target; the method belongs to the attribute information of the visible part in the to-be-identified image, and avoids the attribute prediction of the invisible part of the incomplete to-be-identified target in a conventional attribute identification method, thereby improving the attribute identification accuracy of the image identification method.

Description

technical field [0001] The present application relates to the technical field of computer vision, and in particular to an image recognition method, device, computer equipment and storage medium. Background technique [0002] Pedestrian attribute recognition is the basic core technology in the field of pedestrian image recognition, which can be applied in many fields, especially in the field of security, where pedestrian attribute recognition plays a vital role. For example, in the pedestrian re-identification task that is very important in the security field, through attribute recognition of pedestrians, the identity information of the target person can be more robustly judged based on the attributes of the target person's clothing color, clothing style, gender, whether or not he has a backpack. [0003] At present, the commonly used pedestrian attribute recognition method is based on the assumption that "the pedestrian image in the picture is always complete", and the attri...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V40/103G06F18/241
Inventor 舒彧
Owner MEGVII BEIJINGTECH CO LTD
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