Method for realizing temperature induction and intelligent analysis and identification of flame based on yoloV3 algorithm
An intelligent analysis and algorithm technology, applied in image analysis, character and pattern recognition, calculation, etc., can solve the problem of low accuracy of flame detection results, and achieve the effect of good flame detection effect and high accuracy.
Pending Publication Date: 2020-12-04
北京华正明天信息技术股份有限公司
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[0004] The main purpose of the present invention is to provide a method based on the yoloV3 algorithm to realize temperature sensing and intelligent analysis to identify flames, aiming to solve the technical problem of low accuracy of flame detection results in the prior art
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[0048] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.
[0049] refer to figure 1 , figure 1 It is a schematic diagram of the equipment structure of the hardware operating environment involved in the embodiment of the present invention based on the yoloV3 algorithm to realize temperature sensing and intelligent analysis to identify flames.
[0050] Devices can be mobile phones, smart phones, laptops, digital broadcast receivers, personal digital assistants (PDAs), tablet computers (PADs) and other user equ...
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The invention discloses a method for realizing temperature induction and intelligent analysis and identification of flame based on a yoloV3 algorithm. The method comprises the following steps: acquiring a target temperature of a target area; judging whether the target temperature is greater than or equal to a preset temperature threshold value or not; under the condition that the target temperature is greater than or equal to the preset temperature threshold, obtaining a to-be-detected image of the target area; processing the to-be-detected image to obtain a target image; inputting the targetimage into a YoloV3 intelligent analysis model obtained by training to obtain a detection result which comprises a plurality of flame areas; and determining a target flame area in the plurality of flame areas so as to obtain a flame detection result of the target area according to the target flame area. The accuracy of flame detection results is high, and a flame detection effect is good.
Description
technical field [0001] The invention relates to the field of flame detection, in particular to a method for realizing temperature sensing and intelligent analysis and identification of flames based on the yoloV3 algorithm. Background technique [0002] In the related art, a flame detection method is disclosed. By analyzing the flame color of the image to be detected, the detection result of the image to be detected is obtained, and then whether a fire occurs in the area corresponding to the image to be detected is obtained through the detection result. [0003] However, the existing flame detection method cannot accurately detect whether the frame to be detected includes flame information, resulting in a low accuracy rate of flame detection results. Contents of the invention [0004] The main purpose of the present invention is to provide a method based on the yoloV3 algorithm to realize temperature sensing and intelligent analysis to identify flames, aiming to solve the t...
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IPC IPC(8): G06K9/00G06K9/32G06K9/62G06N3/04G06T7/00G06T7/13G06T7/90
CPCG06T7/13G06T7/90G06T7/0002G06V20/46G06V10/25G06N3/045G06F18/214
Inventor 徐俊生张俊陈洋沈洪波
Owner 北京华正明天信息技术股份有限公司