Multi-target detection method, device and electronic device

A detection method and multi-target technology, applied in the field of electronic devices, can solve the problems of increasing server-side resource occupation, consuming user network traffic, and lag in detection results, and achieving the effects of reducing traffic consumption, improving user experience, and reducing resource consumption

Active Publication Date: 2019-02-15
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] First, since electronic devices need to continuously upload images to the server side to obtain test results, the acquisition of test results greatly depends on the real-time performance of the network. There is obvious lag and consumes a lot of netw

Method used

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  • Multi-target detection method, device and electronic device
  • Multi-target detection method, device and electronic device
  • Multi-target detection method, device and electronic device

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Embodiment Construction

[0033] Embodiments of the present application are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary, and are only for explaining the present application, and should not be construed as limiting the present application. On the contrary, the embodiments of the present application include all changes, modifications and equivalents falling within the spirit and scope of the appended claims.

[0034] This application mainly aims at the technical problems in the prior art that obtaining detection results through remote access to detection services on the server side has lag, consumes a large amount of network traffic for users, and increases resource occupation on the server side, and proposes a multi-target detection method.

[0035] In the multi...

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Abstract

A method, apparatus and electronic device for multi-target detection are provide, wherein that multi-target detection method comprises: generate a plurality of detection frames according to the target; Acquiring classification probabilities of the plurality of detection frames; Generating confidence degrees of the plurality of detection frames according to classification probabilities of the plurality of detection frames, and obtaining stability degrees of the plurality of detection frames; And screening the plurality of detection frames according to confidence and stability of the plurality of detection frames. The method can effectively utilize the computing resources of the electronic device, detect meaningful targets in real time and stably through a detection frame, thereby reducing the resource occupancy of the server side, reducing the traffic consumption of users, and improving the user experience in related application scenarios.

Description

technical field [0001] The present application relates to the technical field of electronic equipment, in particular to a multi-target detection method, device and electronic equipment. Background technique [0002] At present, in order to ensure the accuracy of target detection, by deploying complex target detection models on the server side, when users use electronic devices to take pictures or videos, they can remotely access the detection service on the server side to obtain detection results. The detection results include Each object included in the picture or video frame is taken. [0003] However, in actual application, the applicant found that the above method of obtaining test results has the following technical problems: [0004] First, since electronic devices need to continuously upload images to the server side to obtain detection results, the acquisition of detection results greatly depends on the real-time nature of the network. In the case of network failure...

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Application Information

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IPC IPC(8): G06K9/62
CPCG06V2201/07G06F18/2415G06F18/214
Inventor 邱鑫李国洪张柳清
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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