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Lamp detection method, device and equipment and storage medium

A detection method and lighting technology, which are applied in the field of landscape lighting detection, can solve the problems of difficult data collection, poor results, and few high-altitude cameras, and achieve the effects of improving recognition accuracy, increasing accuracy and robustness, and narrowing the recognition range.

Pending Publication Date: 2021-12-17
BEIJING SENSETIME TECH DEV CO LTD
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In related technologies, deep learning algorithms are used to detect landscape lights, but there are many forms of building landscape lights, which cannot be enumerated, and there are few high-altitude cameras, making data collection difficult. Therefore, the effect of completely using deep learning to detect landscape lights is not good.

Method used

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  • Lamp detection method, device and equipment and storage medium
  • Lamp detection method, device and equipment and storage medium
  • Lamp detection method, device and equipment and storage medium

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Embodiment Construction

[0083] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0084] The terminology used in the present invention is for the purpose of describing particular embodiments only and is not intended to limit the invention. As used herein and in the appended claims, the singular forms "a", "the", and "the" are intended to include the plural forms as well, unless the context clearly dictates otherwise. It should also be understood that the term "and / or" as use...

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Abstract

The invention relates to a lamp detection method, device and equipment and a storage medium, and the method comprises the steps: obtaining a to-be-detected image, enabling a scene corresponding to the to-be-detected image to comprise a lamp; performing binarization processing on the to-be-detected image to obtain a binarized image, and determining a lamp candidate frame based on the binarized image; and identifying a candidate area corresponding to the lamp candidate frame in the to-be-detected image, determining a lamp target frame of the to-be-detected image, wherein the lamp target frame is the position of the lamp. As the lamp candidate frame is screened out through binarization processing, only the candidate area corresponding to the lamp candidate frame needs to be specifically recognized, the recognition range is narrowed, the recognition precision is improved, and the precision and robustness of landscape lamp detection are improved.

Description

technical field [0001] The present invention relates to the technical field of landscape lamp detection, in particular to a lamp detection method, device, equipment and storage medium. Background technique [0002] Artificial intelligence technology represented by computer vision is being widely used in the construction of smart cities. Among them, urban management is a major application field, which is characterized by wide, diverse and fragmented needs, such as illegal operation detection, garbage detection, smoke detection, Landscape light detection and more. In related technologies, deep learning algorithms are used to detect landscape lights. However, there are so many forms of building landscape lights that it is impossible to enumerate them. There are few high-altitude cameras and data collection is difficult. Therefore, the effect of completely using deep learning to detect landscape lights is not good. Contents of the invention [0003] The invention provides a l...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06T7/62G06K9/62G06N3/04G06N3/08
CPCG06T7/001G06T7/62G06N3/08G06T2207/10016G06T2207/30108G06T2207/20081G06N3/045G06F18/241
Inventor 李七星甘伟豪武伟
Owner BEIJING SENSETIME TECH DEV CO LTD
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