CN111242236A - Rubbish type identification method, server, client, system and medium - Google Patents
Rubbish type identification method, server, client, system and medium Download PDFInfo
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Abstract
The invention relates to a garbage type identification method, a server, a client, a system and a medium. The server can receive the junk images sent by the client and perform junk identification in an image identification mode. And when the garbage identification is carried out, at least two types of garbage with the highest similarity can be determined, and for each determined type of garbage, a corresponding information template is searched and sent to the client side for display. The garbage identification is carried out in an image identification mode, the garbage to be identified can be accurately described in an image mode, and the accuracy of the garbage identification is ensured to a certain extent, so that the accuracy of the garbage type identification can be ensured. And the information template corresponding to at least two types of determined garbage with the highest similarity is sent to the client side to be displayed, so that the user can further confirm the garbage to be identified to be more similar to the garbage, further confirm the garbage type, and further improve the accuracy of garbage type identification.
Description
Technical Field
The invention relates to the technical field of garbage treatment, in particular to a garbage type identification method, a server, a client, a system and a medium.
Background
The resource utilization of the municipal refuse can provide great economic benefits for national economy, and can bring clean and comfortable social benefits of living environment. The most important link of recycling and reusing garbage resources is to separate and classify the garbage and then utilize the classified garbage according to the characteristics of the garbage.
The common garbage classification mode needs a garbage thrower to judge the type of the garbage when the garbage thrower throws the garbage. And throwing the garbage into the corresponding garbage can according to the judged type.
If the trash thrower cannot accurately identify the category of the trash, it may cause a trash throwing error such that the thrown trash cannot be reused, or cannot be reused correctly, and may cause other reusable trash to be unusable.
Disclosure of Invention
The embodiment of the invention provides a garbage type identification method, a server, a client, a system and a medium, which are used for solving the problem that the type of garbage can not be accurately identified.
The invention provides a garbage type identification method, which comprises the following steps:
receiving a garbage image corresponding to garbage to be identified, which is sent by a client;
identifying the garbage to be identified corresponding to the garbage image, and determining at least two types of garbage with the highest similarity to the garbage to be identified;
searching a corresponding information template from a specified database aiming at each determined rubbish, wherein one information template comprises information for identifying corresponding rubbish and rubbish type information;
and sending the information templates corresponding to the at least two types of garbage to the client so that the client can display the information templates.
The invention also provides a garbage type identification method, which comprises the following steps:
collecting a garbage image corresponding to garbage to be identified according to the collection request;
sending the collected garbage image to a server;
receiving at least two information templates sent by the server;
displaying the at least two information templates;
the at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database for each determined type of garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
The present invention also provides a server, comprising:
the receiving module is used for receiving a garbage image which is sent by the client and corresponds to garbage to be identified;
the identifying module is used for identifying the garbage to be identified corresponding to the garbage image, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching a corresponding information template from a specified database aiming at each determined garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information;
and the sending module is used for sending the information templates corresponding to the at least two types of garbage to the client so that the client can display the information templates.
The present invention also provides a client, which includes:
the acquisition module is used for acquiring a garbage image corresponding to the garbage to be identified according to the acquisition request;
the sending module is used for sending the acquired spam images to a server;
the receiving module is used for receiving at least two information templates sent by the server;
the display module is used for displaying the at least two information templates;
the at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database for each determined type of garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
The invention also provides a garbage type identification system, which comprises a server and a mobile terminal, wherein the mobile terminal is provided with a client, and the garbage type identification system comprises:
the client is used for acquiring a garbage image corresponding to garbage to be identified by using an image acquisition device installed on the mobile terminal according to an acquisition request, sending the acquired garbage image to the server, receiving at least two information templates sent by the server, and displaying the at least two information templates by using a display screen of the mobile terminal;
the server is used for receiving the garbage images sent by the client, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, searching a corresponding information template from a specified database aiming at each determined garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information, and sending the information templates corresponding to the at least two types of garbage to the client.
The present invention also provides a non-volatile computer storage medium having stored thereon an executable program for execution by a processor to implement the method as described above.
According to the scheme provided by the embodiment of the invention, the server can receive the junk images sent by the client and perform junk identification in an image identification mode. And when the garbage identification is carried out, at least two types of garbage with the highest similarity can be determined, and for each determined type of garbage, a corresponding information template is searched and sent to the client side for display.
The garbage identification is carried out in an image identification mode, the garbage to be identified can be accurately described in an image mode, and the accuracy of the garbage identification is ensured to a certain extent, so that the accuracy of the garbage type identification can be ensured. And the information template corresponding to at least two types of determined garbage with the highest similarity is sent to the client side to be displayed, so that the user can further confirm the garbage to be identified to be more similar to the garbage, further confirm the garbage type, and further improve the accuracy of garbage type identification.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
Fig. 1 is a schematic flowchart of a garbage type identification method according to an embodiment of the present invention;
fig. 2 is a schematic flowchart of a garbage type identification method according to a second embodiment of the present invention;
fig. 3 is a schematic diagram of a client display interface according to a second embodiment of the present invention;
fig. 4 is a schematic structural diagram of a server according to a third embodiment of the present invention;
fig. 5 is a schematic structural diagram of a client according to a fourth embodiment of the present invention;
fig. 6 is a schematic structural diagram of a garbage type identification system according to a fifth embodiment of the present invention.
Detailed Description
Aiming at the problem that the type of the garbage cannot be accurately identified, the embodiment of the invention provides a scheme for identifying the garbage type in an image identification mode. When the garbage type identification is carried out, at least two types of garbage with the highest similarity can be determined, the corresponding information template is sent to the client, the garbage with the highest similarity is finally confirmed by the user, the garbage type is further determined, and therefore the accuracy of the garbage type identification is effectively guaranteed.
In order to make the objects, technical solutions and advantages of the present invention clearer, the present invention will be described in further detail with reference to the accompanying drawings, and it is apparent that the described embodiments are only a part of the embodiments of the present invention, not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that, the "plurality" or "a plurality" mentioned herein means two or more. "and/or" describes the association relationship of the associated objects, meaning that there may be three relationships, e.g., a and/or B, which may mean: a exists alone, A and B exist simultaneously, and B exists alone. The character "/" generally indicates that the former and latter associated objects are in an "or" relationship.
The terms "first," "second," and the like in the description and in the claims, and in the drawings described above, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein.
Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example one
An embodiment of the present invention provides a method for identifying a garbage type, where the method may be applied to a server side, and a flow of steps may be as shown in fig. 1, where the method includes:
step 101, receiving a garbage image.
In this step, the server may receive a spam image corresponding to the spam to be identified, which is sent by the client.
The junk image may be a junk image corresponding to the junk to be identified and sent to the server when the client receives the acquisition request.
And 102, performing garbage recognition.
In this step, the server may identify the spam to be identified in the spam image, and determine at least two types of spam with the highest similarity to the spam to be identified.
In this step, it can be understood that the received spam image is matched and identified with a spam image template of each spam established in advance, so as to determine similarity between the spam to be identified in the spam image and the spam in each spam image template, and further determine at least two types of spam with highest similarity to the spam to be identified.
And step 103, searching an information template.
In this step, the server may search, for each determined spam, a corresponding information template from a designated database, where one information template includes information for identifying its corresponding spam and spam category information.
And step 104, sending the information template.
In this step, the server may send the searched information template to the client, so that the client displays the information template, and the user may further confirm the spam with the highest similarity to the spam to be identified according to the information for identifying the corresponding spam included in the information template, and then complete spam type identification of the spam to be identified according to the spam type information included in the information template.
In a possible implementation manner, the information included in one information template for identifying the corresponding spam may be at least one of spam name information, spam image, or feature information corresponding to the corresponding spam.
The information template comprises the garbage images, so that a user can further confirm the garbage with the highest similarity to the garbage to be identified according to the garbage images in the information template, and then the garbage type identification of the garbage to be identified is completed according to the garbage type information in the information template.
The information template comprises the garbage name information of the garbage, so that a user can further confirm the garbage with the highest similarity to the garbage to be identified according to the garbage name in the information template, and then the garbage type identification of the garbage to be identified is completed according to the garbage type information in the information template.
The information template comprises characteristic information of the garbage, and the characteristic information can be but is not limited to hardness degree, smell and the like of the garbage, so that whether the garbage to be identified is the garbage corresponding to the information template or not can be judged subsequently by combining the characteristic information in the information template.
In a possible implementation manner, after step 103 and before step 104, the method may further include step 103', in the embodiments of the present invention, the numbers of the steps added on the basis of the existing step flow are denoted by numbers with superscripts, and a description thereof will not be repeated:
step 103', the corresponding speech is determined.
In this step, the server may determine, for each found information template, a voice corresponding to the information template, where the voice is used to describe at least one of feature information, spam name information, or spam category information corresponding to spam corresponding to the information template.
At this time, step 104 may include:
and sending the searched information templates and the voice corresponding to each information template to the client so that the voice corresponding to the information template is played when the client displays one information template.
The characteristic information of the garbage can be, but is not limited to, the hardness degree, the smell and the like of the garbage. When an information template is displayed, the characteristic information of the garbage corresponding to the information template is prompted to a user in a voice automatic playing mode, so that the user can conveniently and quickly confirm the characteristic information of the garbage corresponding to the information template. And according to the characteristic information, whether the garbage to be identified is the garbage corresponding to the information template corresponding to the voice can be judged more accurately. Of course, it can also be understood that, according to the feature information, the user can obtain more information of the spam to be identified, and can better understand the spam to be identified.
The voice corresponding to the information template is used for describing the corresponding junk name information of the information template, and when the information template is displayed, the junk name corresponding to the information template can be prompted to a user in a voice automatic playing mode, so that the user can conveniently and quickly confirm the junk name.
The voice corresponding to the information template is used for describing the garbage type information corresponding to the information template, and when the information template is displayed, the garbage type corresponding to the information template can be prompted to a user in a voice automatic playing mode, so that the user can more conveniently and quickly confirm the garbage type.
In addition, it should be noted that, in a possible implementation manner, before step 103, this embodiment may further include step 101 ', and in fig. 1, the step 101' is implemented before step 101, which is illustrated as an example:
step 101', receiving geographical location information.
In this step, the server may receive the geographical location information sent by the client.
At this time, step 103 may include:
and aiming at each determined rubbish, searching a corresponding information template from a database corresponding to the received geographic position information.
In this embodiment, it is considered that the classification methods of garbage may be different in different areas, that is, the garbage types corresponding to the same garbage may be different in different areas, for example, in beijing, the garbage types of garbage such as leftovers, bones, roots, leaves, and peels are kitchen garbage, and in shanghai, the garbage types of garbage such as leftovers, bones, roots, leaves, and peels are wet garbage.
In this embodiment, different garbage classification methods can be distinguished by geographical location information. The information templates in the databases corresponding to different geographic location information may be different, and it can be understood that, in the databases corresponding to different geographic location information, the corresponding spam types may be different in the information templates corresponding to the same spam. Therefore, the garbage type of the garbage can be more accurately determined according to the garbage classification method of the region by combining the region characteristics, and the accuracy of garbage type identification is further improved.
Example two
An embodiment of the present invention provides a spam category identification method, which may be applied to a client side, where the client may be integrated on a mobile terminal, such as a mobile phone or a tablet computer, and a flow of steps may be as shown in fig. 2, where the method includes:
step 201, collecting a garbage image.
In this step, the client may collect the spam image corresponding to the spam to be identified according to the collection request.
Step 202, sending the garbage image.
In this step, the client may send the collected spam image to the server.
Step 203, receiving an information template.
In this step, the client may receive at least two information templates sent by the server.
The at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database aiming at each determined garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
And step 204, displaying the information template.
In this step, the client may display the received at least two information templates.
The user can further confirm whether the garbage to be identified is the garbage corresponding to a certain information template according to the information which is included in the information template and used for identifying the corresponding garbage, and the garbage type of the garbage to be identified is determined according to the garbage type information which is further confirmed and corresponds to the garbage with the highest similarity to the garbage to be identified.
It should be noted that, in a possible implementation manner, the information included in one information template for identifying the corresponding spam may be at least one of spam name information, spam image, or feature information corresponding to the corresponding spam.
The displaying, by the client, the received at least two information templates may be in any manner, and in a possible implementation manner, the displaying, by the client, the received at least two information templates may include:
displaying one information template with the highest similarity between corresponding garbage and garbage to be identified corresponding to the garbage image in the at least two information templates;
and when receiving a specified page turning request, displaying other information templates in the at least two information templates one by one according to the sequence from high to low of the similarity of the corresponding junk and the junk to be identified corresponding to the junk image.
Taking the example that the client is integrated on the mobile phone, the client display interface may be as shown in fig. 3. The server is supposed to determine three types of garbage with the highest similarity to the garbage to be identified, namely a glass cup, a plastic cup and a paper cup, wherein the similarity between the glass cup and the garbage to be identified is higher than the similarity between the plastic cup and the garbage to be identified, and the similarity between the plastic cup and the garbage to be identified is higher than the similarity between the paper cup and the garbage to be identified.
Then, after the server sends the information templates corresponding to the glass cup, the plastic cup and the paper cup to the client, the client can display the information templates corresponding to the glass cup.
When a specified page turning request (for example, a page turning request to the left, a page turning request to the right, a page turning request to the up, or a page turning request to the down is received, and taking fig. 3 as an example, the specified page turning request may be a page turning request to the right), the information templates corresponding to the plastic cups are displayed first according to the order of the similarity from high to low, and when the specified page turning request is continuously received, the information templates corresponding to the paper cups are displayed.
As shown in fig. 3, in addition to the image of the trash and the trash type information, as shown in fig. 3, the trash type information corresponding to the glass cup is a recyclable item, and may further include the trash name information, i.e., the glass cup, the plastic cup or the water cup.
It should be noted that, in a possible implementation manner, step 203 may include:
and receiving at least two information templates sent by the server and the voice corresponding to each information template. The voice corresponding to each information template can be used for describing at least one of feature information, spam name information or spam category information corresponding to spam corresponding to the information template.
At this time, step 204 may include:
and displaying at least two information templates, and playing the voice corresponding to the information template when each information template in the at least two information templates is displayed.
Still taking fig. 3 as an example, when the client displays the information template corresponding to the glass cup, the client may automatically play the voice corresponding to the information template, so that the user may more conveniently and quickly confirm at least one of the characteristics, the garbage name, and the garbage category corresponding to the glass cup.
Similarly, when the client displays the information template corresponding to the plastic cup, the voice corresponding to the information template can be automatically played, so that the user can more conveniently and quickly confirm at least one of the characteristics, the garbage name and the garbage category corresponding to the plastic cup.
Similarly, when the client displays the information template corresponding to the paper cup, the voice corresponding to the information template can be automatically played, so that the user can more conveniently and quickly confirm at least one of the characteristics, the garbage name and the garbage category corresponding to the paper cup.
It should be noted that, in a possible implementation manner, before step 203, this embodiment may further include step 201 ', and in fig. 1, the step 201' is executed before step 201 to exemplify:
step 201', receiving and transmitting geographical location information.
In this step, the client may receive the geographical location information. And the received geographical location information can be sent to the server, so that the server searches a corresponding information template from a database corresponding to the geographical location information for each determined garbage.
According to the scheme provided by the first embodiment and the second embodiment of the invention, a plurality of junk with higher similarity can be matched in an image recognition mode, and the matched junk is provided for a user to visually select in an information template mode. The garbage feature broadcasting can be carried out in a voice automatic playing mode, so that the related information can be provided for the user more conveniently and rapidly, and the accuracy of garbage type identification is effectively improved.
Corresponding to the methods provided in the first and second embodiments, the following apparatuses are provided.
EXAMPLE III
A third embodiment of the present invention provides a server, where a structure of the server may be as shown in fig. 4, and the server includes:
the receiving module 11 is configured to receive a spam image corresponding to spam to be identified sent by a client;
the identifying module 12 is configured to identify the spam to be identified corresponding to the spam image, determine at least two types of spam with the highest similarity to the spam to be identified, and search, for each determined type of spam, a corresponding information template from a specified database, where one information template includes information for identifying the corresponding spam and spam type information;
the sending module 13 is configured to send the information templates corresponding to the at least two types of spam to the client, so that the client can display the information templates.
In a possible implementation manner, the information included in each information template determined by the identifying module 12 for identifying the corresponding spam is at least one of spam name information, spam image, or feature information corresponding to the corresponding spam.
In a possible implementation manner, the recognition module 12 is further configured to determine, for each found information template, a voice corresponding to the information template, where the voice is used to describe at least one of feature information, spam name information, or spam category information corresponding to spam corresponding to the information template; the sending module 13 is specifically configured to send the information templates corresponding to the at least two types of spam and the voice corresponding to each information template to the client, so that when one information template is displayed by the client, the voice corresponding to the information template is played.
In a possible implementation manner, the receiving module 11 is further configured to receive geographic location information sent by the client; the identifying module 12 is configured to search a corresponding information template from a specified database for each determined spam, and includes: and searching a corresponding information template from a database corresponding to the geographic position information aiming at each determined rubbish.
Example four
A fourth embodiment of the present invention provides a client, where a structure of the client may be as shown in fig. 5, and the client includes:
the acquisition module 21 is configured to acquire a trash image corresponding to the trash to be identified according to the acquisition request;
the sending module 22 is configured to send the acquired spam image to a server;
the receiving module 23 is configured to receive at least two information templates sent by the server;
the display module 24 is configured to display the at least two information templates;
the at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database for each determined type of garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
In a possible implementation manner, the display module 24 is specifically configured to display one information template, of the at least two information templates, that has a highest similarity between corresponding spam and spam to be identified corresponding to the spam image; and when receiving a specified page turning request, displaying other information templates in the at least two information templates one by one according to the sequence from high to low of the similarity of the corresponding junk and the junk to be identified corresponding to the junk image.
In a possible implementation manner, the receiving module 23 is specifically configured to receive at least two information templates sent by the server and a voice corresponding to each information template, where the voice corresponding to each information template is used to describe at least one of feature information, spam name information, or spam category information corresponding to spam corresponding to the information template; the display module 24 is specifically configured to display the at least two information templates, and when each of the at least two information templates is displayed, play a voice corresponding to the information template.
In a possible implementation manner, the receiving module 23 is further configured to receive geographic location information;
the sending module 22 is further configured to send the geographic location information received by the receiving module to the server, so that the server searches a corresponding information template from a database corresponding to the geographic location information for each determined spam.
EXAMPLE five
An embodiment of the present invention provides a system for identifying a garbage category, where the structure of the system can be as shown in fig. 6, and the system includes a server 31 and a mobile terminal 32, where the mobile terminal 32 is installed with a client 321, where:
the client 321 is configured to collect a garbage image corresponding to garbage to be identified by using an image collecting device 322 installed on the mobile terminal according to a collecting request, send the collected garbage image to the server, receive at least two information templates sent by the server, and display the at least two information templates by using a display screen 323 of the mobile terminal;
the server 31 is configured to receive a spam image sent by the client, identify spam to be identified corresponding to the spam image, determine at least two types of spam with the highest similarity to the spam to be identified, search a corresponding information template from an assigned database for each type of determined spam, where one information template includes information for identifying the corresponding spam and spam type information, and send the information templates corresponding to the at least two types of spam to the client.
Based on the same inventive concept, the embodiments of the present invention provide the following media.
A sixth embodiment of the present invention provides a non-volatile computer storage medium, where the computer storage medium stores an executable program, and when the executable program is executed by a processor, the method provided in the first or second embodiment of the present invention is implemented.
In particular implementations, computer storage media may include: various storage media capable of storing program codes, such as a Universal Serial Bus Flash Drive (USB), a mobile hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
In the embodiments of the present invention, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the described unit or division of units is only one division of logical functions, and there may be other divisions when actually implemented, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical or other form.
The functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be an independent physical module.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, all or part of the technical solutions of the embodiments of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device, such as a personal computer, a server, or a network device, or a processor (processor) to execute all or part of the steps of the methods according to the embodiments of the present invention. And the aforementioned storage medium includes: various media capable of storing program codes, such as a Universal Serial Bus Flash Drive (usb Flash Drive), a removable hard disk, a ROM, a RAM, a magnetic disk, or an optical disk.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (15)
1. A garbage type identification method is characterized by comprising the following steps:
receiving a garbage image corresponding to garbage to be identified, which is sent by a client;
identifying the garbage to be identified corresponding to the garbage image, and determining at least two types of garbage with the highest similarity to the garbage to be identified;
searching a corresponding information template from a specified database aiming at each determined rubbish, wherein one information template comprises information for identifying corresponding rubbish and rubbish type information;
and sending the information templates corresponding to the at least two types of garbage to the client so that the client can display the information templates.
2. The method of claim 1, wherein the information included in one information template for identifying the corresponding spam is at least one of spam name information, spam image information or feature information corresponding to the corresponding spam.
3. The method of claim 1, wherein for each determined spam, after searching the designated database for the corresponding information template, and before sending the information template corresponding to the at least two types of spam to the client, the method further comprises:
determining the voice corresponding to each found information template, wherein the voice is used for describing at least one of feature information, junk name information or junk type information corresponding to the junk corresponding to the information template;
sending the information templates corresponding to the at least two types of spam to the client, including:
and sending the information templates corresponding to the at least two types of spam and the voice corresponding to each information template to the client, so that when one information template is displayed by the client, the voice corresponding to the information template is played.
4. A method according to any one of claims 1 to 3, wherein before looking up the corresponding information template from the specified database for each determined spam, the method further comprises:
receiving geographic position information sent by the client;
aiming at each determined garbage, searching a corresponding information template from a specified database, wherein the method comprises the following steps:
and searching a corresponding information template from a database corresponding to the geographic position information aiming at each determined rubbish.
5. A garbage type identification method is characterized by comprising the following steps:
collecting a garbage image corresponding to garbage to be identified according to the collection request;
sending the collected garbage image to a server;
receiving at least two information templates sent by the server;
displaying the at least two information templates;
the at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database for each determined type of garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
6. The method of claim 5, wherein displaying the at least two information templates comprises:
displaying one information template with the highest similarity between corresponding garbage and garbage to be identified corresponding to the garbage image in the at least two information templates;
and when receiving a specified page turning request, displaying other information templates in the at least two information templates one by one according to the sequence from high to low of the similarity of the corresponding junk and the junk to be identified corresponding to the junk image.
7. The method of claim 5, wherein receiving at least two information templates sent by the server comprises:
receiving at least two information templates sent by the server and the voice corresponding to each information template, wherein the voice corresponding to each information template is used for describing at least one of feature information, junk name information or junk type information corresponding to the junk corresponding to the information template;
displaying the at least two information templates, including:
and displaying the at least two information templates, and playing the voice corresponding to the information template when each information template in the at least two information templates is displayed.
8. The method according to any one of claims 5 to 7, wherein before receiving at least two information templates sent by the server, the method further comprises:
receiving geographic position information;
and sending the received geographical location information to the server so that the server searches a corresponding information template from a database corresponding to the geographical location information for each determined rubbish.
9. A server, characterized in that the server comprises:
the receiving module is used for receiving a garbage image which is sent by the client and corresponds to garbage to be identified;
the identifying module is used for identifying the garbage to be identified corresponding to the garbage image, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching a corresponding information template from a specified database aiming at each determined garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information;
and the sending module is used for sending the information templates corresponding to the at least two types of garbage to the client so that the client can display the information templates.
10. A client, the client comprising:
the acquisition module is used for acquiring a garbage image corresponding to the garbage to be identified according to the acquisition request;
the sending module is used for sending the acquired spam images to a server;
the receiving module is used for receiving at least two information templates sent by the server;
the display module is used for displaying the at least two information templates;
the at least two information templates are used for receiving the garbage images by the server, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, and searching the corresponding information templates from the specified database for each determined type of garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information.
11. The client according to claim 10, wherein the display module is specifically configured to display one of the at least two information templates, where a corresponding spam corresponds to the spam image and the spam to be identified has a highest similarity; and when receiving a specified page turning request, displaying other information templates in the at least two information templates one by one according to the sequence from high to low of the similarity of the corresponding junk and the junk to be identified corresponding to the junk image.
12. The client according to claim 10, wherein the receiving module is specifically configured to receive at least two information templates sent by the server and a voice corresponding to each information template, where the voice corresponding to each information template is used to describe at least one of feature information, spam name information, or spam category information corresponding to spam corresponding to the information template;
the display module is specifically configured to display the at least two information templates, and play a voice corresponding to each of the at least two information templates when each of the at least two information templates is displayed.
13. The client according to any one of claims 10 to 12, wherein the receiving module is further configured to receive geographic location information;
the sending module is further configured to send the geographic location information received by the receiving module to the server, so that the server searches a corresponding information template from a database corresponding to the geographic location information for each determined spam.
14. The garbage type identification system is characterized by comprising a server and a mobile terminal, wherein the mobile terminal is provided with a client, and the client comprises:
the client is used for acquiring a garbage image corresponding to garbage to be identified by using an image acquisition device installed on the mobile terminal according to an acquisition request, sending the acquired garbage image to the server, receiving at least two information templates sent by the server, and displaying the at least two information templates by using a display screen of the mobile terminal;
the server is used for receiving the garbage images sent by the client, identifying the garbage to be identified corresponding to the garbage images, determining at least two types of garbage with the highest similarity to the garbage to be identified, searching a corresponding information template from a specified database aiming at each determined garbage, wherein one information template comprises information for identifying the corresponding garbage and garbage type information, and sending the information templates corresponding to the at least two types of garbage to the client.
15. A non-transitory computer storage medium storing an executable program for execution by a processor to perform the method of any one of claims 1 to 8.
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