CN113194252B - Data flow consumption optimization method and system for dynamic identification intelligent cabinet - Google Patents
Data flow consumption optimization method and system for dynamic identification intelligent cabinet Download PDFInfo
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- CN113194252B CN113194252B CN202110466677.4A CN202110466677A CN113194252B CN 113194252 B CN113194252 B CN 113194252B CN 202110466677 A CN202110466677 A CN 202110466677A CN 113194252 B CN113194252 B CN 113194252B
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- 238000001514 detection method Methods 0.000 claims abstract description 19
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/60—Control of cameras or camera modules
- H04N23/66—Remote control of cameras or camera parts, e.g. by remote control devices
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07F—COIN-FREED OR LIKE APPARATUS
- G07F11/00—Coin-freed apparatus for dispensing, or the like, discrete articles
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- G—PHYSICS
- G08—SIGNALLING
- G08C—TRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
- G08C17/00—Arrangements for transmitting signals characterised by the use of a wireless electrical link
- G08C17/02—Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
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- G—PHYSICS
- G08—SIGNALLING
- G08C—TRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
- G08C23/00—Non-electrical signal transmission systems, e.g. optical systems
- G08C23/04—Non-electrical signal transmission systems, e.g. optical systems using light waves, e.g. infrared
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Abstract
The invention discloses a data flow consumption optimization method for a dynamic identification intelligent cabinet, which comprises the following steps: a signal receiving and transmitting device is arranged in the dynamic identification intelligent cabinet, and signals are acquired through the signal receiving and transmitting device; when the signal receiving and transmitting device receives and transmits abnormality, the detection device transmits a shielding signal to the controller; after receiving the shielding signal, the controller sends a shooting starting instruction to the shooting device; when the camera device receives a shooting starting instruction, shooting video is started, and video data is started to be acquired; when the receiving and transmitting device receives and transmits normally, the controller can not receive the shielding signal, and then the controller transmits a shooting stopping instruction to the camera device; stopping shooting when the shooting stopping instruction is received by the shooting device, obtaining complete video data, and then transmitting the complete video data to a data processing module for processing; according to the method, the video shooting with invalid duration is removed, so that the volume of the shot video is greatly reduced, and the flow consumption during uploading the video is reduced.
Description
Technical Field
The invention relates to the field of research of data flow consumption, in particular to a data flow consumption optimization method and a system for dynamically identifying an intelligent cabinet.
Background
With the development of unmanned retail, more intelligent and more convenient unmanned intelligent containers (hereinafter referred to as intelligent containers) start to enter people's lives. The shopping flow of the intelligent cabinet is simple, the whole shopping experience is simple and convenient, and the intelligent cabinet is accepted by more and more consumers. The intelligent cabinet can be subdivided into a static identification intelligent cabinet, a gravity identification intelligent cabinet and a dynamic identification intelligent cabinet according to different commodity identification modes.
After each order of the dynamic identification intelligent cabinet occurs, 2 to 4 cameras mounted at the top angle of a door frame inside the intelligent cabinet are used for carrying out video shooting on the goods taking process, then the shot video is packaged and uploaded to a background server, and manual judgment is used as needed by an artificial intelligent algorithm so as to achieve the purposes of accurately identifying goods and settling accounts.
Because the video shooting of the current shopping process is started from the moment the intelligent cabinet door is opened, the shooting is finished after the intelligent cabinet door is closed. Because the video shooting time is longer, the shot video is larger in volume, the consumed flow is higher during uploading, and the actual operation cost (the flow cost of the Internet of things card) of the dynamic identification type intelligent cabinet is increased intangibly. In order to reduce the flow consumption of video uploading, the shot video is simply compressed at present so as to reduce the video volume and the flow consumption. Although the video volume is indeed reduced by compression, the frame rate and image quality of the video are sacrificed, increasing the difficulty of dynamic video recognition.
Disclosure of Invention
The invention aims to overcome the defects and shortcomings of the prior art, and provides a data flow consumption optimizing method and a system for a dynamic identification intelligent cabinet, which are used for eliminating video shooting with invalid duration, so that the volume of the shot video is greatly reduced, and the flow consumption during uploading the video is reduced.
The first object of the invention is to provide a data flow consumption optimizing method for dynamically identifying intelligent cabinets.
A second object of the present invention is to provide a data traffic consumption optimization system for dynamically identifying intelligent cabinets.
The first object of the present invention is achieved by the following technical scheme:
a data flow consumption optimization method for dynamically identifying intelligent cabinets comprises the following steps:
a signal receiving and transmitting device is arranged in the dynamic identification intelligent cabinet, and signals are acquired through the signal receiving and transmitting device;
when the signal receiving and transmitting device receives and transmits abnormality, the detection device transmits a shielding signal to the controller;
after receiving the shielding signal, the controller sends a shooting starting instruction to the shooting device;
when the camera device receives a shooting starting instruction, shooting video is started, and video data is started to be acquired;
when the receiving and transmitting device receives and transmits normally, the controller can not receive the shielding signal, and then the controller transmits a shooting stopping instruction to the camera device;
and stopping shooting when the shooting stopping instruction is received by the shooting device, obtaining complete video data, and then transmitting the complete video data to a data processing module for processing.
Further, the signal receiving and transmitting devices are arranged on two sides of the inside of the dynamic identification intelligent cabinet.
Further, the signal receiving and transmitting devices are arranged in a plurality, and each layer of tray position of the pair of signal receiving and transmitting devices on the inner door frame of the intelligent cabinet is respectively arranged.
Further, the signal receiving and transmitting device receives and transmits abnormally, specifically: the signal receiving and transmitting devices are shielded, the signal receiving and transmitting devices cannot complete normal signal receiving and transmitting, the detection device detects that shielding exists between the signal receiving and transmitting devices of the k-th tray of the dynamic identification intelligent cabinet according to the condition that the signal receiving and transmitting devices cannot complete signal receiving and transmitting, and then shielding signals are sent to the controller.
Further, after receiving the shielding signal, the controller sends a shooting start instruction to the image pickup device, specifically: the controller receives the shielding signal sent by the detection device, and judges that the dynamic identification intelligent cabinet is started, and meanwhile, the receiving and transmitting signal devices of the kth tray are shielded, and then the controller sends a shooting starting instruction to the shooting device corresponding to the kth tray.
Further, when the image capturing device receives an instruction to start capturing, capturing video is started, specifically: the camera is provided with a plurality of cameras inside the dynamic identification intelligent cabinet, when the signal receiving and transmitting device corresponding to the tray in the shooting range of the cameras receives and transmits abnormality, the cameras start shooting videos after receiving shooting starting instructions, and corresponding video data are obtained.
Further, the transceiver transmits and receives normally, specifically: the signal receiving and transmitting devices are not shielded, the signal receiving and transmitting devices can complete normal signal receiving and transmitting, the detection device detects that the signal receiving and transmitting devices of the dynamic identification intelligent cabinet are not shielded according to the condition that the signal receiving and transmitting devices can complete signal receiving and transmitting, and then shielding signals are not sent to the controller.
Further, when the image capturing device receives the shooting stopping instruction, shooting is stopped, specifically: and when the camera device receives a shooting stopping instruction sent by the controller, the camera device stops shooting to obtain complete video data, and the complete video data is uploaded to the data processing module for processing.
The second object of the invention is achieved by the following technical scheme:
a data traffic consumption optimization system for dynamically identifying intelligent cabinets, comprising:
the intelligent cabinet is dynamically identified and provided with a plurality of cabinet commodity trays;
a signal transceiver; the dynamic identification intelligent cabinets are arranged on two sides of the commodity tray corresponding to the cabinet body and are used for receiving and transmitting infrared signals;
an image pickup device; the intelligent cabinet comprises a plurality of cameras which are arranged in the intelligent cabinet for dynamic identification, and video data are acquired according to shooting instructions;
a detection device; the device is used for monitoring whether the signal receiving and transmitting device normally receives and transmits signals and shielding signals to the controller according to the signal receiving and transmitting condition of the signal receiving and transmitting device;
a controller; according to the receiving condition of the shielding signal, sending a shooting instruction to the image pickup device;
a data processing device; for processing the complete video processing;
a storage device; for storing video data.
Compared with the prior art, the invention has the following advantages and beneficial effects:
1. according to the invention, the video duration and the video size of each order of the dynamic identification intelligent cabinet are effectively reduced by optimizing the control logic of the video start/stop shooting time of each order, so that the flow consumption of video uploading of each order is reduced on the premise of not reducing the video quality.
2. The invention adopts the mature infrared transceiver as the trigger control logic, has simple installation, does not need to input extra algorithm research and development, and has the advantages of low input cost, high control accuracy and difficult error.
Drawings
Fig. 1 is a flowchart of a method for optimizing data traffic consumption of a dynamic identification intelligent cabinet according to the present invention.
FIG. 2 is a diagram illustrating the configuration of the dynamic identification intelligent cabinet according to the embodiment of the present invention.
FIG. 3 is a block diagram of a data flow consumption optimizing system for dynamically identifying intelligent cabinets according to the present invention.
Detailed Description
The present invention will be described in further detail with reference to examples and drawings, but embodiments of the present invention are not limited thereto.
Examples:
a data flow consumption optimization method for dynamically identifying intelligent cabinets, as shown in FIG. 1, comprises the following steps:
the method comprises the steps that signal receiving and transmitting devices are arranged on two sides of the inside of the dynamic identification intelligent cabinet, a plurality of signal receiving and transmitting devices are arranged, a pair of signal receiving and transmitting devices are respectively arranged at the positions of each layer of tray on the inner door frame of the dynamic identification intelligent cabinet, and signals are acquired through the signal receiving and transmitting devices;
when the signal receiving and transmitting device receives and transmits abnormality, the detection device transmits a shielding signal to the controller; the method comprises the following steps: the signal receiving and transmitting devices are shielded, the signal receiving and transmitting devices cannot complete normal signal receiving and transmitting, the detection device detects that shielding exists between the signal receiving and transmitting devices of the k-th tray of the dynamic identification intelligent cabinet according to the condition that the signal receiving and transmitting devices cannot complete signal receiving and transmitting, and then shielding signals are sent to the controller.
After receiving the shielding signal, the controller sends a shooting starting instruction to the shooting device; the method comprises the following steps: the controller receives the shielding signal sent by the detection device, and judges that the dynamic identification intelligent cabinet is started, and meanwhile, the receiving and transmitting signal devices of the kth tray are shielded, and then the controller sends a shooting starting instruction to the shooting device corresponding to the kth tray.
When the camera device receives a shooting starting instruction, shooting video is started, and video data is started to be acquired; the method comprises the following steps: the camera is provided with a plurality of cameras inside the dynamic identification intelligent cabinet, when the signal receiving and transmitting device corresponding to the tray in the shooting range of the cameras receives and transmits abnormality, the cameras start shooting videos after receiving shooting starting instructions, and corresponding video data are obtained.
When the receiving and transmitting device receives and transmits normally, the controller can not receive the shielding signal, and then the controller transmits a shooting stopping instruction to the camera device; the method comprises the following steps: the signal receiving and transmitting devices are not shielded, the signal receiving and transmitting devices can complete normal signal receiving and transmitting, the detection device detects that the signal receiving and transmitting devices of the dynamic identification intelligent cabinet are not shielded according to the condition that the signal receiving and transmitting devices can complete signal receiving and transmitting, and then shielding signals are not sent to the controller.
Stopping shooting when the shooting stopping instruction is received by the shooting device, obtaining complete video data, and then transmitting the complete video data to a data processing module for processing; the method comprises the following steps: and when the camera device receives a shooting stopping instruction sent by the controller, the camera device stops shooting to obtain complete video data, and the complete video data is uploaded to the data processing module for processing.
And assuming that the normal shopping video shooting duration of the dynamic identification intelligent cabinet is the total length, shooting the video from the time of opening the door, and stopping shooting when the door is closed. However, for the duration of the video shot, from the time the consumer opens the door to reach the hand, from the time the goods are taken out of the cabinet to the time the door is closed, all belong to the duration of invalidity. Namely, the head and tail time lengths of the currently shot dynamic video are all invalid time lengths. For invalid time length, neither algorithm nor manual work can be used as a recognition judgment basis. Only the period from the time when the consumer stretches the hand to take the goods to the time when the consumer takes the cabinet body out belongs to the effective duration, and the method can be used for algorithm or artificial commodity identification judgment basis.
The invention largely reduces the volume of the shot video and reduces the flow consumption when uploading the video by eliminating the video shooting with invalid duration. The following describes how the invention can start video shooting from the time of stretching hands and end video shooting when goods are taken out.
First, an infrared transceiver, that is, an infrared sensor, is installed on the inner door frame of the dynamic intelligent cabinet, and a pair of trays are installed at each layer, as shown in fig. 2. When no shielding exists between the receiving device and the transmitting device, the infrared ray is normally received and sent, and no electric signal exists; when shielding exists between the receiving device and the transmitting device, infrared ray is abnormal in receiving and transmitting, and shielding signals are sent to the controller. The controller sends a video shooting instruction to the camera to start shooting video. When the shielding signal disappears, the controller sends a shooting stopping instruction to the camera to stop video shooting.
When a consumer stretches into a certain layer of tray to pick up goods, the infrared receiving and transmitting device of the layer is shielded, the infrared device triggers the shielding signal to be sent to the controller, and the controller instructs to start video shooting. When the customer finishes taking goods, after taking the goods out of the intelligent cabinet, the shielding signal of the infrared device disappears, and the controller gives an instruction to stop video shooting. The video shot at this time is the complete purchasing process of the consumer from picking up goods by hand to picking up the goods, and belongs to the part of the effective duration. And the part of the ineffective time period from the opening of the door to the extension of the hand into the cabinet and the part from the taking out of the commodity to the closing of the door are not shot.
By shooting only the video of the effective duration part of each order, the volume of the shot video can be greatly reduced, and therefore the flow consumption of uploading the video is reduced.
A data traffic consumption optimization system for dynamically identifying intelligent cabinets, as shown in fig. 3, comprising:
the intelligent cabinet is dynamically identified and provided with a plurality of cabinet commodity trays;
a signal transceiver, here an infrared transceiver; the dynamic identification intelligent cabinets are arranged on two sides of the commodity tray corresponding to the cabinet body and are used for receiving and transmitting infrared signals;
an image pickup device; the intelligent cabinet comprises a plurality of cameras which are arranged in the intelligent cabinet for dynamic identification, and video data are acquired according to shooting instructions;
a detection device; the device is used for monitoring whether the signal receiving and transmitting device normally receives and transmits signals and shielding signals to the controller according to the signal receiving and transmitting condition of the signal receiving and transmitting device;
a controller, here a PLC controller; according to the receiving condition of the shielding signal, sending a shooting instruction to the image pickup device;
a data processing device; for processing the complete video processing;
a storage device, here a data storage device; for storing video data.
And the obtained video data is packaged and uploaded to a background server.
The above examples are preferred embodiments of the present invention, but the embodiments of the present invention are not limited to the above examples, and any other changes, modifications, substitutions, combinations, and simplifications that do not depart from the spirit and principle of the present invention should be made in the equivalent manner, and the embodiments are included in the protection scope of the present invention.
Claims (3)
1. The data flow consumption optimizing method for dynamically identifying the intelligent cabinet is characterized by comprising the following steps of:
a signal receiving and transmitting device is arranged in the dynamic identification intelligent cabinet, and signals are acquired through the signal receiving and transmitting device; the system comprises a plurality of signal receiving and transmitting devices, a pair of signal receiving and transmitting devices and a plurality of signal receiving and transmitting devices, wherein the plurality of signal receiving and transmitting devices are respectively arranged at the positions of each layer of tray on door frames at two sides of the interior of the intelligent cabinet;
when the signal receiving and transmitting device receives and transmits abnormality, the detection device transmits a shielding signal to the controller; the detection device detects that the shielding exists between the signal transceiving devices of the k-th tray of the dynamic identification intelligent cabinet according to the condition that the signal transceiving devices cannot complete signal transceiving, and sends shielding signals to the controller;
after receiving the shielding signal, the controller sends a shooting starting instruction to the shooting device; the controller receives the shielding signal sent by the detection device, judges that the dynamic identification intelligent cabinet is started, and meanwhile, the signal receiving and transmitting devices of the kth tray are shielded, and sends a shooting starting instruction to the shooting device corresponding to the kth tray;
when the camera device receives a shooting starting instruction, shooting video is started, and corresponding video data is started to be acquired;
when the signal receiving and transmitting device receives and transmits normally, the controller can not receive the shielding signal, and then the controller transmits a shooting stopping instruction to the camera device; the detection device detects that the signal receiving and transmitting devices of the dynamic identification intelligent cabinet are not shielded according to the condition that the signal receiving and transmitting devices can complete signal receiving and transmitting, and then does not send shielding signals to the controller;
and stopping shooting when the shooting stopping instruction is received by the shooting device, obtaining complete video data, and then transmitting the complete video data to a data processing module for processing.
2. The method for optimizing data traffic consumption of a dynamic identification intelligent cabinet according to claim 1, wherein the shooting device starts shooting video when receiving a shooting start instruction, specifically: the camera is provided with a plurality of cameras inside the dynamic identification intelligent cabinet, when the signal receiving and transmitting device corresponding to the tray in the shooting range of the cameras receives and transmits abnormality, the cameras start shooting videos after receiving shooting starting instructions, and corresponding video data are obtained.
3. A data traffic consumption optimization system for dynamically identifying intelligent cabinets, comprising:
the intelligent cabinet is dynamically identified and provided with a plurality of cabinet commodity trays;
a signal transceiver; the dynamic identification intelligent cabinets are arranged on two sides of the commodity tray corresponding to the cabinet body and are used for receiving and transmitting infrared signals;
an image pickup device; the intelligent cabinet comprises a plurality of cameras which are arranged in the intelligent cabinet for dynamic identification, and corresponding video data are acquired according to shooting related instructions;
a detection device; the device is used for monitoring whether the signal receiving and transmitting device normally receives and transmits signals and shielding signals to the controller according to the signal receiving and transmitting condition of the signal receiving and transmitting device;
a controller; according to the receiving condition of the shielding signal, sending shooting related instructions to the image pickup device;
a data processing device; for processing the complete video data;
a storage device; for storing the complete video data;
if shielding exists between the signal receiving and transmitting devices, the signal receiving and transmitting devices cannot complete normal signal receiving and transmitting, and the detection device detects that shielding exists between the signal receiving and transmitting devices of the kth tray of the dynamic identification intelligent cabinet according to the condition that the signal receiving and transmitting devices cannot complete signal receiving and transmitting, then shielding signals are sent to the controller; if the controller receives the shielding signal sent by the detection device, judging that the dynamic identification intelligent cabinet is started, and meanwhile, shielding the receiving and transmitting signal devices of the kth tray, and sending a shooting starting instruction to the shooting device corresponding to the kth tray by the controller to acquire corresponding video data; if the signal receiving and transmitting devices are not shielded, the signal receiving and transmitting devices can complete normal signal receiving and transmitting, the detection device detects that the signal receiving and transmitting devices of the dynamic identification intelligent cabinet are not shielded according to the condition that the signal receiving and transmitting devices can complete signal receiving and transmitting, the shielding signals are not sent to the controller, and the controller can not receive the shielding signals, and sends a shooting stopping instruction to the camera shooting device; and stopping shooting when the shooting stopping instruction is received by the shooting device, obtaining complete video data, and then transmitting the complete video data to a data processing module for processing.
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| CN202110466677.4A CN113194252B (en) | 2021-04-28 | 2021-04-28 | Data flow consumption optimization method and system for dynamic identification intelligent cabinet |
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| CN202110466677.4A CN113194252B (en) | 2021-04-28 | 2021-04-28 | Data flow consumption optimization method and system for dynamic identification intelligent cabinet |
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| CN113194252B true CN113194252B (en) | 2023-05-09 |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN108885813B (en) * | 2018-06-06 | 2021-03-23 | 达闼机器人有限公司 | Intelligent sales counter, article identification method, apparatus, server and storage medium |
| CN108921645B (en) * | 2018-06-07 | 2021-07-13 | 深圳码隆科技有限公司 | Commodity purchase judgment method and device and user terminal |
| CN109979130A (en) * | 2019-03-29 | 2019-07-05 | 厦门益东智能科技有限公司 | A kind of commodity automatic identification and clearing sales counter, method and system |
| CN111833518A (en) * | 2019-04-16 | 2020-10-27 | 浙江嗨便利网络科技有限公司 | Intelligent sales counter based on dynamic image recognition technology |
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