CN208353678U - A kind of intelligent illuminating system based on object detection - Google Patents
A kind of intelligent illuminating system based on object detection Download PDFInfo
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- CN208353678U CN208353678U CN201820051459.8U CN201820051459U CN208353678U CN 208353678 U CN208353678 U CN 208353678U CN 201820051459 U CN201820051459 U CN 201820051459U CN 208353678 U CN208353678 U CN 208353678U
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- Prior art keywords
- object detection
- information
- module
- message processing
- acquisition unit
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B20/00—Energy efficient lighting technologies, e.g. halogen lamps or gas discharge lamps
- Y02B20/40—Control techniques providing energy savings, e.g. smart controller or presence detection
Abstract
The utility model discloses a kind of intelligent illuminating systems based on object detection, including the processor based on raspberry pie and the information acquisition unit and lighting apparatus that are separately connected with processor, processor includes message processing module and object detection module, and information acquisition unit is successively connected with message processing module, object detection module and lighting apparatus.This system, which combines existing object detection technology and light sensation technology, to be applied on intelligent illuminating system, object detection based on deep learning may be implemented to position and identify object under unsupervised state, light sensation technology can incude room brilliancy, after the reasoning results of object detection and luminance information integration, command adapted thereto is made to lamps and lanterns, the Real-Time Switch for realizing lamps and lanterns has reached efficient power saving effect.
Description
Technical field
The utility model relates to intelligent lighting technical fields, it particularly relates to which a kind of intelligence based on object detection is shone
Bright system.
Background technique
With the development of emerging intellectualized technology, lighting control system increasingly embodies intelligentized feature, greatly
Illumination efficiency is improved, brings great convenience to people's lives.Modernization lighting system can effectively be realized to light intensity
It adjusts, and is able to satisfy people for the different demands of illumination.For at present, intelligent lighting technology has been obtained centainly in China
Using, and will have more extensive development prospect.
In the market development primary stage, intelligent lighting is limited to current city although having more vast potential for future development
The characteristics of field environmental condition, the application and popularization of large area are not still obtained.People produce general lack of to intelligent lighting series
Also without increasing publicity, making intelligent lighting market still has biggish development space by the consumption consciousness of product, producer and buyer.With
This simultaneously, intelligent lighting still seems more luxurious for the country, and illuminating product is expensive, and the base common people are difficult to bear
The basic charge of illumination, thus intelligent lighting product is difficult to really realize and widely popularize, process of the intelligent lighting market in development
In face more stern challenge.
Previous intelligent illuminating system be using computer, wireless communication data transmission, spread spectrum power carrier communication technology,
Distributed wireless telemetering, remote control, the control of distant news of the technologies such as Computerized intelligent information processing and energy-saving electrical equipment control composition
System, to realize the intelligence to lighting apparatus.Relative lighting device is expensive, needs people to be configured by network, not
Realize the real intelligence of lighting system.
Utility model content
The purpose of this utility model is that a kind of intelligent illuminating system based on object detection is proposed, to overcome the prior art
Present in above-mentioned deficiency.
To realize the above-mentioned technical purpose, the technical solution of the utility model is achieved in that
A kind of intelligent illuminating system based on object detection divides including the processor based on raspberry pie and with the processor
The information acquisition unit and lighting apparatus not connected, the processor include message processing module and object detection module, described
Information acquisition unit is successively connected with message processing module, object detection module and lighting apparatus；
The information acquisition unit is used to acquire the image information and luminance information of current scene, and by described image information
Message processing module is sent to luminance information；
The message processing module for the image information that information acquisition unit acquires is handled, to luminance information into
Row light level judges and image information is sent to object detection module with treated by light level judgement；
After the object detection module processes message processing module using the model that training is completed on computers
Graphical information carries out detection reasoning, obtains testing result, and when testing result shows someone, and light level is judged as at night again
When, open instructions is issued to lighting apparatus.
Further, the processing for the image information that the message processing module acquires information acquisition unit include cut and
Normalized.
Further, the information acquisition unit includes image capture module and brightness acquisition module, described image acquisition
Module is 5,000,000 pixel camera head assembly of raspberry pie OV5647, and the brightness acquisition module is luminance sensor.
It is applied to the utility model has the beneficial effects that this system combines existing object detection technology and light sensation technology
On intelligent illuminating system, the object detection based on deep learning may be implemented to position and identify object under unsupervised state
Body, light sensation technology can incude room brilliancy, after the reasoning results of object detection and luminance information integration, make phase to lamps and lanterns
It should instruct, realize the Real-Time Switch of lamps and lanterns, reach efficient power saving effect.
Detailed description of the invention
Fig. 1 is the functional module structure schematic diagram of intelligent illuminating system described in the utility model.
It is as shown in the figure:
1- information acquisition unit；2- processor；3- lighting apparatus；4- brightness acquisition unit；5- image acquisition units；6- letter
Cease processing module；7- object detection module.
Specific embodiment
Below with reference to the attached drawing in the utility model embodiment, the technical scheme in the embodiment of the utility model is carried out clear
Chu is fully described by.
In the description of the present invention, it should be noted that unless otherwise clearly defined and limited, such as there is term
" installation ", " connected ", " connection " shall be understood in a broad sense, for example, it may be fixedly connected, may be a detachable connection or one
Connect to body；It can be mechanical connection, be also possible to be electrically connected；It can be directly connected, it can also be indirect by intermediary
It is connected, can be the connection inside two elements.For the ordinary skill in the art, on being understood with concrete condition
State the concrete meaning of term in the present invention.
The object detection model of existing maturation includes: 1, using Proposal, including Faster R-CNN and R-FCN；2,
SSD；3, Yolo can be able to achieve using any one of three kinds of models above and be detected well to object.
Based on the above-mentioned fact, as shown in Figure 1, a kind of based on object detection described in embodiment according to the present utility model
Intelligent illuminating system, including the processor 2 based on raspberry pie and the information acquisition unit 1 being separately connected with the processor 2 and
Lighting apparatus 3, the processor 2 include message processing module 6 and object detection module 7, the information acquisition unit 1 successively with
Message processing module 6, object detection module 7 are connected with lighting apparatus 3.
Specifically, the information acquisition unit 1 is used to acquire the image information and luminance information of current scene, and will be described
Image information and luminance information are sent to message processing module 6；The message processing module 6 is for adopting information acquisition unit 1
The image information of collection, which is handled, light level judgement is carried out to luminance information and judges light level, and treated schemes
As information is sent to object detection module 7；The object detection module 7 is using the model that training is completed on computers to information
Graphical information after processing module 6 is processed carries out detection reasoning, obtains testing result, when testing result shows someone, and
Light level is judged as evening again when, open instructions is issued to lighting apparatus, only reaching one in above-mentioned two requirement is not
Open instructions can be issued to lighting apparatus.
Further, the processing for the image information that the message processing module 6 acquires information acquisition unit 1 includes cutting
And normalized.In order to reduce the influence to object detection rate such as background, illumination condition, real-time image information is cut out
The processing such as cut, normalize.Image cropping goes the background patterns sanction in picture, reduces operation of the system to hash, as far as possible
Remove influence of the background to result；To the processing that picture is normalized, by picture pixels value it is more uniform be distributed in it is whole
In a space, accelerate the convergence of network.
In the present embodiment, the information acquisition unit 1 includes image capture module 5 and brightness acquisition module 4, the figure
Picture acquisition module 5 is 5,000,000 pixel camera head assembly of raspberry pie OV5647, and the brightness acquisition module 4 is luminance sensor.
In the present embodiment, the model is that training is completed under SSD network structure.It is trimmed by parameter and shared, low
The model that order is decomposed, migration/compression convolution filter and knowledge refinement complete training compresses, by the mould after the completion of compression
Type is deployed on raspberry pie development board.In the characteristic information and SSD model of the image information that the model acquires camera
Sample information is matched, and the object in image information is positioned and identified.The working principle of the luminance sensor is
When there is no light, infinite, when having illumination, resistance is varied down to several hundred ohms at once.According to resistance sizes, brightness out is fed back
Information.When resistance value is greater than (dark) given threshold, raspberry pie end receives high level signal；Less than given threshold (light
It is bright) when, raspberry pie receives low level signal.
The above is only the preferred embodiment of the utility model only, is not intended to limit the utility model, all at this
Within the spirit and principle of utility model, any modification, equivalent replacement, improvement and so on should be included in the utility model
Protection scope within.
Claims (3)
1. a kind of intelligent illuminating system based on object detection, which is characterized in that including based on raspberry pie processor and with institute
The information acquisition unit and lighting apparatus that processor is separately connected are stated, the processor includes message processing module and object detection
Module, the information acquisition unit are successively connected with message processing module, object detection module and lighting apparatus；
The information acquisition unit is used to acquire the image information and luminance information of current scene, and by described image information and bright
Degree information is sent to message processing module；
The message processing module carries out light for being handled the image information that information acquisition unit acquires, to luminance information
Bright grade judges and image information is sent to object detection module with treated by light level judgement；
Figure of the object detection module using the model that training is completed on computers to message processing module after processed
Information carries out detection reasoning, obtains testing result, when testing result shows someone, and light level is judged as evening again,
Open instructions is issued to lighting apparatus.
2. intelligent illuminating system according to claim 1, which is characterized in that the message processing module is to information collection list
The processing of the image information of member acquisition includes cutting and normalized.
3. intelligent illuminating system according to claim 1, which is characterized in that the information acquisition unit includes Image Acquisition
Module and brightness acquisition module, described image acquisition module is 5,000,000 pixel camera head assembly of raspberry pie OV5647, described bright
Degree acquisition module is luminance sensor.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201820051459.8U CN208353678U (en) | 2018-01-12 | 2018-01-12 | A kind of intelligent illuminating system based on object detection |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201820051459.8U CN208353678U (en) | 2018-01-12 | 2018-01-12 | A kind of intelligent illuminating system based on object detection |
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| Publication Number | Publication Date |
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| CN208353678U true CN208353678U (en) | 2019-01-08 |
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| Application Number | Title | Priority Date | Filing Date |
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| CN201820051459.8U Expired - Fee Related CN208353678U (en) | 2018-01-12 | 2018-01-12 | A kind of intelligent illuminating system based on object detection |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111813004A (en) * | 2020-07-20 | 2020-10-23 | 广州百畅信息科技有限公司 | Clothes hanger remote control system dries in air |
-
2018
- 2018-01-12 CN CN201820051459.8U patent/CN208353678U/en not_active Expired - Fee Related
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111813004A (en) * | 2020-07-20 | 2020-10-23 | 广州百畅信息科技有限公司 | Clothes hanger remote control system dries in air |
| CN111813004B (en) * | 2020-07-20 | 2021-07-30 | 广州百畅信息科技有限公司 | Clothes hanger remote control system dries in air |
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| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20190108 Termination date: 20210112 |
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| CF01 | Termination of patent right due to non-payment of annual fee |