KR102354684B1 - Method and system for interior design and construction method - Google Patents

Abstract

An embodiment of the present invention relates to a system for designing interior construction and performing construction, which is connected to a user terminal and a constructor terminal via a network. The system of the present invention comprises: a communication unit for providing sample plans classified by construction item from remodeling information in response to the remodeling information received from the user terminal; a determination unit for determining material information by construction item from the remodeling information, based on any one sample plan selected by the user among the sample plans; a floor plan generation unit for analyzing measurement information on particular objects to be constructed from an image of an area to be remodeled, which corresponds to the remodeling information and using the measurement information and the material information, based on a position of a structural member to generate a remodeling floor plan; a deduction unit for using an artificial intelligence (AI)-based image classification model where a construction object by construction item from the remodeling floor plan is inputted to deduct related images corresponding to the construction object from a plurality of pre-collected construction site history images; and a relaying unit for relaying a construction period, construction costs and a level of anti-seismic designing with regard to the remodeling floor plan received from the constructor terminal to the user terminal and relaying a working tool object detected from the related images to the constructor terminal.

Description

Indoor building construction design and construction system and its operation method

The present invention relates to a method and system for designing and constructing an indoor building project, and more particularly, to a method and system for designing and constructing an indoor building project that can relay an interior service for a specific construction target between a user and a contractor.

Interior architectural design refers to interior space design, and is commonly used as the term interior design, interior design, or interior, and refers to the work of planning and shaping the interior of a building to suit each purpose and use.

The word interior initially had only the meaning of interior decoration, but today it is forming a broad concept such as planning, decoration, and display. Today, interior design covers almost all structures used by humans, such as houses, offices, shops, hospitals, hotels, restaurants, cafes, department stores, beauty salons, clothing stores, factories, schools, etc. target of design.

However, in the conventional interior service, when users request, the builder goes to the place where the builder wants to do the interior construction, directly examines the site, and can calculate the construction details and cost according to each construction, and provides the user with flooring and wallpaper prior to construction. Since only samples are provided, there is a limit to which users can only imagine the completed remodeling by looking at the samples.

The problem to be solved by the present invention is an indoor building construction design and construction method and system that can provide users with optimal remodeling drawings for a specific construction target, construction period, construction price, and seismic design grade according to the drawings prior to construction. is to provide

Another object of the present invention is to provide an indoor building construction design and construction method and system that can provide a work tool object detected from related images derived through an artificial intelligence-based image classification model before construction.

In addition, when generating remodeling drawings, based on whether or not overlapping between construction objects and structural members occurs, to provide an indoor building construction design and construction method and system that can relay demolition depending on whether the demolition is confirmed for the structural member will be.

As an indoor building construction design and construction system connected to a user terminal and a construction company terminal through a network according to an embodiment of the present invention, in response to the remodeling information received from the user terminal, a sample design diagram classified according to the construction item of the remodeling information a communication unit that provides the data, a determination unit that determines material information for each construction item for the remodeling information based on any one sample design selected by a user among the sample designs, and a remodeling area image corresponding to the remodeling information. A drawing generator that analyzes the dimension information of a specific construction target and generates a remodeling drawing using the dimensional information and the material information based on the location of the structural member, artificial intelligence that receives the construction object for each construction item of the remodeling drawing A derivation unit for deriving related images corresponding to the construction object among a plurality of previously collected construction site history images by using the image classification model based on the and a relay unit for relaying the earthquake-resistant design grade to the user terminal and relaying the work tool object detected from the related images to the construction company terminal, wherein the image classification model receives the construction object for each construction item, and the It is an artificial neural network algorithm for deriving an output value for identifying related images corresponding to a construction object among a plurality of field history images, and the work tool object is a transfer workbench, temporary equipment, sign during construction, paint, paint container, fork crane, ladder , hammer, hammer, pliers, tapping screw, saw, roulette, screwdriver, and an image corresponding to a work tool including at least one of a drill.

According to an embodiment, the sample designs include standard interior designs, minimalistic interior designs, and experimental interior designs, and the standard interior design drawings are in the interior average ratio section in which the area ratio of empty spaces within the specific construction target is already collected. Corresponding, the minimalistic interior design diagram corresponds to a section in which the area ratio of empty space within the specific construction target is less than the previously collected interior average ratio section, and the experimental interior design diagram shows that the area ratio of empty space in the specific construction target is An indoor building construction design and construction system that corresponds to a section exceeding the collected interior average ratio section.

According to one embodiment, based on whether or not overlap occurs between the location of the structural member and the coordinates of the construction object for each construction item based on the central point in the remodeling drawing, requesting the user terminal whether to confirm the demolition of the structural member In response to the demolition request unit, the user's demolition disapproval signal, the drawing correction unit for correcting the remodeling drawing to separate the construction object for each construction item by a certain distance from the location of the structural member, and the user's demolition approval signal In response, it instructs the construction company terminal to demolish the structural member, and includes a demolition decision unit that deletes the structural member from the remodeling drawing.

According to one embodiment, the demolition decision unit, based on the remodeling area image and the remodeling drawing, the overlapping area between the demolition discharge path from the location of the structural member to the loading vehicle and the material transfer path from the entrance to the construction site is construction Minimize the length of the demolition discharge path and the material transfer path to be limited to within 2m from the site.

According to an embodiment, the relay unit, when the earthquake-resistant design grade is less than a preset grade, a sorting unit that sequentially selects composite objects corresponding to construction objects for each construction item from a plurality of previously collected earthquake-resistant design drawings , based on the construction unit price of the composite objects, a composite output unit for outputting composite drawings for each unit price in which construction objects for each construction item are sequentially changed into composite objects in the remodeling drawing, and by a user among the composite drawings for each unit price and a final drawing determining unit relaying the selected one synthetic drawing to the final remodeling drawing to the construction company terminal.

According to an embodiment, the derivation unit classifies the plurality of field history images by construction items, stores them in the storage DB, and generates the image classification model by learning the classified images through machine learning; An output value derivation unit for deriving an output value for the construction object for each construction item by using the image classification model and deriving each output value for the plurality of site history images, corresponding to the output value among the plurality of site history images An object detection unit that extracts the construction site-related image, the work tool object extracted from the construction site-related image, and the image classification so that the work tool object is changed to a work tool object selected according to the manager experience information It includes a weight adjuster that repeatedly changes the weight for the model.

According to an embodiment of the present invention, by generating and providing an optimal remodeling drawing, it is possible to provide interior-related information for a specific construction target to the user prior to construction.

In addition, by providing the contractor with the optimal work tool object derived through the AI-based image classification model, it is possible to support the contractor to more conveniently and quickly prepare for the construction of a specific construction target.

In addition, when generating a remodeling drawing, based on whether or not overlap between the construction object and the structural member occurs, it is possible to instruct the demolition of the structural member.

1 is a view showing an indoor building construction design and construction system according to an embodiment of the present invention.
Fig. 2 (A) is an embodiment for a remodeling area image, Fig. 2 (B) is an embodiment for a remodeling drawing, and Fig. 2 (C) is an embodiment for a plurality of construction site history images.
3 is a block diagram according to an embodiment of the drawing generating unit of FIG. 1 .
4 is a block diagram according to an embodiment of the derivation unit of FIG. 1 .
5 is a block diagram according to an embodiment of the relay unit of FIG. 1 .
6 is an operation process of an indoor building construction design and construction system according to an embodiment of the present invention.

Hereinafter, with reference to the accompanying drawings, embodiments of the present invention will be described in detail so that those of ordinary skill in the art to which the present invention pertains can easily implement them. The present invention may be embodied in several different forms and is not limited to the embodiments described herein.

In order to clearly explain the present invention, parts irrelevant to the description are omitted, and the same reference numerals are assigned to the same or similar components throughout the specification.

In addition, in various embodiments, components having the same configuration will be described using the same reference numerals only in the representative embodiment, and only configurations different from the representative embodiment will be described in other embodiments.

Throughout the specification, when a part is "connected" to another part, it includes not only the case where it is "directly connected" but also the case where it is "indirectly connected" with another member interposed therebetween. In addition, when a part "includes" a certain component, this may mean further including other components rather than excluding other components unless otherwise stated.

1 is a diagram showing an indoor building construction design and construction system 100 according to an embodiment of the present invention, FIG. 2(A) is an embodiment of a remodeling area image, and FIG. 2(B) is a remodeling drawing. This is an embodiment, and Figure 2 (C) is an embodiment for a plurality of construction site history images.

1 to 2(C), the indoor building construction design and construction system 100 includes a communication unit 110, a decision unit 120, a drawing generation unit 130, a derivation unit 140, and a relay unit ( 150) may be included.

First, the communication unit 110 may be connected to the user terminal 10 and the construction company terminal 11 through a network to exchange data.

The communication unit 110 according to an embodiment responds to the remodeling information for requesting interior construction for a specific construction target transmitted from the user terminal 10, and provides sample designs classified according to the construction items of the remodeling information. have.

Here, the remodeling information may be interior target information for a specific construction target received through an interior construction contract provided to the user terminal 10 according to a user request. For example, specific construction targets include residential spaces in various buildings, windows of offices and cafes, wallpaper, flooring, bathroom remodeling, kitchen tiles, kitchen sinks and doors (doors), or stages of special buildings, entrance doors, etc. can indicate If necessary, the remodeling information may include material material, manufacturer, standard, unit price, and image information.

In this case, the sample designs may include standard interior designs, minimalistic interior designs, and experimental interior designs obtained by pre-classifying according to construction items in the storage DB 200 .

Specifically, the standard interior design diagram may be a design diagram corresponding to an average interior ratio section in which an area ratio of empty spaces within a specific construction target is already collected. In addition, the minimalistic interior design diagram may be a design diagram corresponding to a section in which the area ratio of empty space within a specific construction target is less than an average interior ratio section for which pre-collected average ratios are obtained. In addition, the experimental interior design diagram may be a design diagram corresponding to a section in which the area ratio of empty space within a specific construction target exceeds the previously collected average interior ratio section.

The communication unit 110 according to another embodiment may recommend any one sample design arbitrarily selected from among the sample designs as a suitable design design based on the personality test result confirmed through the MBTI personality test from the user terminal 10 . . In this case, the communication unit 110 may include the MBTI personality test program, and store the personality test result confirmed by providing the MBTI personality test program to the user terminal 10 through the network.

Next, the determination unit 120 may determine the material information for each construction item for the remodeling information based on any one sample design selected by the user from among the sample designs provided to the user terminal 10 .

Material information for each construction item includes plywood, wood, panel materials, ceiling materials, finishing materials, decoration materials, window materials, paint materials, synthetic resin materials, flooring materials, paper materials, silk materials, foam materials, wall materials, adhesive materials, paint materials, coating materials , may include at least one or more of interior film paper and sheet paper material. For example, in the case of a wallpaper construction item, the material information may include a foam material, a silk material, a paper material, an adhesive material, a paint material, a coating agent, an interior film paper, and a sheet material.

Next, the drawing generating unit 130 analyzes the dimensional information of a specific construction target from the remodeling area image corresponding to the remodeling information, and uses the dimensional information and material information for each construction item based on the location of the structural member to create a remodeling drawing. can create For example, the dimension information may mean the horizontal and vertical length of a specific construction target.

Here, the remodeling area image is an image of the target space in which a specific construction target is located, photographed through the user terminal 10, as shown in FIG. 2(A), and the remodeling drawing is as shown in FIG. 2(B). , may be any one of a two-dimensional plan view and a three-dimensional stereoscopic view.

In this case, the structural member may mean a structural member such as a foundation, a wall, a crane, a floor plate, a truss, a foundation, a private material (braces, braces, ear hooks, etc.), and a side member (beams, purlins, etc.) of a building.

Specifically, the drawing generating unit 130 may show a remodeling temporary drawing area according to the dimension information, and generate a construction object using material information for each construction item. At this time, the drawing generating unit 130 places the structural member in the remodeling temporary drawing area, and places the construction object in the remodeling temporary drawing area according to the construction object coordinate information for each construction item obtained based on the location of the structural member. You can create drawings.

According to an embodiment, the drawing generating unit 130 receives the augmented reality-based image and video image for a specific construction target photographed as an augmented reality-based shooting service is provided to the user terminal 10 as a remodeling area image. can be obtained

Next, the derivation unit 140 uses an artificial intelligence-based image classification model that receives construction objects for each construction item of the remodeling drawing generated through the drawing generating unit 130, and collects a plurality of construction site history images. Among them, related images corresponding to construction objects for each construction item can be derived. For example, when the construction item is a multipurpose room art sympathy space composition, the construction object may include a ceiling object, a floor object, a wall object, and a temporary wall object.

Here, the image classification model receives a construction object for each construction item, and an artificial nerve that derives an output value for identifying related images corresponding to the construction object for each construction item among a plurality of construction site history images stored in the storage DB 200 It may be a network algorithm.

As shown in FIG. 2(C) , the derivation unit 140 may collect and manage a plurality of construction site history images in advance in the storage DB 200 . That is, the related image may mean an image related to a construction object for each construction item among a plurality of construction site history images.

According to an embodiment, when the number of related images is equal to or greater than a preset number, the derivation unit 140 selects another related image in which the area ratio of the background object overlapped from any one of the related images is 50% or more. can be deleted.

Next, the relay unit 150 relays the construction period, construction price, and seismic design grade for the remodeling drawing input by the construction company to the user terminal 10, and from the related images derived through the derivation unit 140 The detected work tool object may be relayed to the construction company terminal 11 .

Here, the work tool object corresponds to a work tool including at least one of a transfer workbench, temporary equipment, sign during construction, paint, paint container, fork crane, ladder, hammer, hammer, pliers, tapping screw, saw, roulette, screwdriver and drill. It may be an image that becomes

According to an embodiment, the relay unit 150 and the communication unit 110 are redundant communication devices connected to the user terminal 10 and the construction company terminal 11 through different channels in order to prevent communication delay due to a communication network error. can be implemented.

In addition, the relay unit 150 determines the user's emotional state based on biosignals including fingerprint, iris, face recognition, and voice recognized through a plurality of sensor units (not shown) provided in the user terminal 10 , and , the color may be corrected for each object size in the remodeling drawing based on a preset color according to the emotional state of the user and relayed to the user terminal 10 .

The indoor building construction design and construction system 100 according to an embodiment of the present invention provides a remodeling drawing and a corresponding construction period, construction price and earthquake-resistant design grade to the user so as to relay interior services for a specific construction target between the user and the construction company. It may be provided to the terminal 10 . In addition, a work tool object detected from related images derived through an artificial intelligence-based image classification model may be provided to the construction company terminal 11 . That is, the indoor building construction design and construction system 100 provides interior-related information on a specific construction target to the user prior to construction, so that the builder can more conveniently and quickly prepare for a specific construction target can support

Hereinafter, with reference to FIG. 3 , the drawing generating unit 130 will be described in more detail.

3 is a block diagram of the drawing generating unit 130 of FIG. 1 according to an embodiment.

1 and 3 , the drawing generating unit 130 may include a demolition request unit 131 , a drawing correction unit 132 , and a demolition decision unit 133 .

First, the demolition request unit 131 determines whether to confirm the demolition of the structural member based on whether or not overlap occurs between the coordinates of the construction object for each construction item and the location of the structural member based on the central point in the remodeling drawing, the user terminal 10 can be requested to

Next, the drawing revision unit 132 responds to the demolition disapproval signal received from the user terminal 10 through the communication unit 110, remodeling drawing to separate the construction object for each construction item by a certain distance from the location of the structural member can be modified.

According to an embodiment, the drawing correction unit 132 is modified in the remodeling drawing based on the confirmation signal transmitted from the contractor terminal 11 as the construction object for each construction item requests the confirmation of whether the construction is suitable for the modified remodeling drawing. Parameter for each construction item can be applied so that the construction object for each construction item is identified.

Here, the parameter may include at least one of brightness, color, contrast, contrast, degree of blur, transparency, white balance, and sharpness.

For example, when the confirmation signal transmitted from the construction company terminal 11 is inappropriate, the drawing correction unit 132 may increase the degree of blur of the construction object for each modified construction item in the remodeling drawing. In addition, when the confirmation signal transmitted from the construction company terminal 11 is suitable, the drawing correction unit 132 may increase the brightness, contrast, and contrast of the construction object for each modified construction item in the remodeling drawing.

Next, the demolition decision unit 133 responds to the demolition approval signal received from the user terminal 10, and at the same time instructs the construction company terminal 11 to demolish the structural member through the communication unit 110, from the remodeling drawing. The structural member can be deleted.

According to an embodiment, the demolition determination unit 133 calculates weight information of the loaded vehicle based on the size of the structural member in response to the demolition approval signal received from the user terminal 10, and transmits the weight of the loaded vehicle weight information to the relay unit. It can be provided to the construction company terminal 11 through (150).

According to another embodiment, the demolition determining unit 133 determines the parking area adjacent to the entrance to secure the shortest distance between the parking lot within a certain distance from the entrance of a specific construction target by using the map data to determine the area of the parking lot adjacent to the entrance to the relay unit 150 It can be provided to the construction company terminal 11 through.

According to another embodiment, the demolition decision unit 133 is based on the remodeling area image and the remodeling drawing, the overlapping area between the demolition discharge path from the location of the structural member to the loading vehicle and the material transfer path from the entrance to the construction site. It is possible to minimize the length of the demolition discharge path and the material transfer path to be limited to within 2m from the construction site.

That is, the demolition decision unit 133 provides the demolition discharge path, the material transfer path, and the overlapping area to the construction company terminal 11 through the relay unit 150, thereby dismantling and discharging the structural members and simultaneously transferring the materials for each construction item. When doing so, it makes it possible to increase the speed of interior work.

4 is a block diagram of the derivation unit 140 of FIG. 1 according to an embodiment.

1 and 4 , the deriving unit 140 may include a model generating unit 141 , an output value deriving unit 142 , an object detecting unit 143 , and a weight adjusting unit 144 .

First, the model generator 141 may classify a plurality of field history images stored in the storage DB 200 for each construction item.

The model generator 141 according to the embodiment can generate an artificial intelligence-based image classification model by learning a plurality of field history images classified by construction item in the storage DB 200 through machine learning. have.

This image classification model is an artificial neural network (SVM), a support vector machine (SVM), a decision tree that is generated through machine learning that receives a plurality of pre-collected site history images for each construction item. And it may be any one algorithm of a random forest (Random Forest).

Next, the output value derivation unit 142 derives output values for construction objects for each construction item by using the image classification model generated through the model generation unit 141, and derives respective output values for a plurality of field history images. can do.

Here, the output value may be an output by deep learning learning of an artificial neural network, which is a statistical learning algorithm inspired by neural networks of machine learning and biology. Such an artificial neural network may be a convolutional neural network including a feature extraction neural network and a classification neural network.

For example, a convolutional neural network is a kind of deep, feed-forward artificial neural network used to analyze visual images. and image recognition based on the extracted features. Specifically, the feature extraction neural network proceeds by sequentially stacking the convolutional layer and the pooling layer on the input signal. The convolution layer contains convolution operations, convolution filters, and activation functions. The calculation of the convolution filter is adjusted according to the matrix size of the target input, but a 9X9 matrix is generally used. The activation function may generally use a ReLU function, a sigmoid function, a tanh function, and the like, but is not limited thereto. The pooling layer is a layer that reduces the size of the input matrix, and uses a method of extracting representative values by tying pixels in a specific area. In general, the average value or the maximum value is often used for the calculation of the pooling layer, but is not limited thereto. The operation is performed using a square matrix, and a 9x9 matrix is generally used. The convolutional layer and the pooling layer are repeated alternately until the corresponding input becomes small enough while maintaining the difference. Also, the classification neural network has a hidden layer and an output layer. The classification neural network 520 generally includes five or more hidden layers, and 80 nodes of each hidden layer can be designated, but it is also possible to set more than that in some cases. The activation function of the hidden layer uses a ReLU function, a sigmoid function, a tanh function, and the like, but is not limited thereto.

Next, the object detection unit 143 may extract related images corresponding to the output value of the construction object for each construction item within a predetermined range from among the plurality of site history images, and detect the work tool object from the related images.

Next, the weight adjustment unit 144 repeatedly changes the weight for the image classification model so that the work tool object detected through the object detection unit 143 is changed to the work tool object selected according to the manager experience information, It can support to detect the work tool object.

5 is a block diagram of the relay unit 150 of FIG. 1 according to an embodiment.

1 and 5 , the relay unit 150 may include a construction company management unit 151 , a user management unit 152 , a selection unit 153 , a synthesis output unit 154 , and a final drawing determining unit 155 . can

First, the construction company management unit 151 may transmit the remodeling drawing generated through the drawing generating unit 130 to the construction company terminal 11 through a second channel different from the first channel connected to the communication unit 110 .

Next, the user management unit 151 may transmit the construction period, construction price, and seismic design grade for the remodeling drawing received from the construction company terminal 11 to the user terminal 10 through the second channel.

At this time, the construction company management unit 151 responds to the user approval signal for the remodeling of a specific construction target, and transmits the work tool object detected from the related images derived through the derivation unit 140 through the second channel to the construction company terminal 11 ) can be sent to

In this way, the construction company management unit 151 and the user management unit 151 relay data to the user terminal 10 and the construction company terminal 11 through a second channel different from the first channel connected to the communication unit 110, so that the communication unit 110 ), it is possible to prevent the network load of the first channel connected to.

Next, when the seismic design grade received from the construction company terminal 11 is less than the preset grade, the sorting unit 153 is a composite object corresponding to the construction object for each construction item from a plurality of previously collected earthquake-resistant design drawings. can be selected sequentially.

Next, the composite output unit 154 sequentially changes the construction objects for each construction item in the remodeling drawing into synthetic objects based on the construction unit prices of the plurality of composite objects selected through the selection unit 151 by unit price. Composite drawings can be printed.

Next, the final drawing determining unit 155 uses any one of the composite drawings selected by the user among the composite drawings for each unit price output through the synthesis output unit 154 as the final remodeling drawing, and through the second channel, the construction company terminal ( 11) can be relayed.

6 is an operation process of the indoor building construction design and construction system 100 according to an embodiment of the present invention.

1 to 6 , in step S110 , the communication unit 110 may provide sample designs classified according to construction items of the remodeling information in response to the remodeling information received from the user terminal 10 .

Then, in step S120, the determination unit 120 determines the material information for each construction item for the remodeling information, based on any one of the sample designs selected by the user among the sample designs provided to the user terminal 10 . have.

Then, in step S130, the drawing generating unit 130 analyzes the dimension information of a specific construction target from the remodeling area image corresponding to the remodeling information, and based on the location of the structural member, the dimensional information and the material for each construction item Based on the information, a remodeling drawing can be created.

At this time, in step S140, the derivation unit 140 uses an artificial intelligence-based image classification model that receives construction objects for each construction item of the remodeling drawing, and among a plurality of previously collected construction site history images, construction objects for each construction item. It is possible to derive related images corresponding to .

Then, in step S150, the relay unit 150 relays the remodeling drawing generated through the drawing generating unit 130 to the construction company terminal 11 through the communication unit 110, and for the remodeling drawing input by the construction company. The construction period, construction price, and seismic design grade may be relayed to the user terminal 10 .

Then, in step S160, the relay unit 150 responds to the user approval signal for the remodeling of a specific construction target, and returns the work tool object detected from the related images derived through the derivation unit 140 to the construction company terminal 11. can be relayed to

The embodiments described above may be implemented by a hardware component, a software component, and/or a combination of a hardware component and a software component. For example, the apparatus, method, and component described in the embodiments may include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA). Array), a programmable logic unit (PLU), a microprocessor, or any other device capable of executing and responding to instructions, may be implemented using one or more general-purpose or special-purpose computers. The processing device may execute an operating system (OS) and one or more software applications running on the operating system. A processing device may also access, store, manipulate, process, and generate data in response to execution of the software. For convenience of understanding, although one processing device is sometimes described as being used, one of ordinary skill in the art will recognize that the processing device includes a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that can include For example, the processing device may include a plurality of processors or one processor and one controller. Other processing configurations are also possible, such as parallel processors.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, etc. alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the embodiment, or may be known and available to those skilled in the art of computer software. Examples of the computer-readable recording medium include magnetic media such as hard disks, floppy disks and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic such as floppy disks. - includes magneto-optical media, and hardware devices specially configured to store and execute program instructions, such as ROM, RAM, flash memory, and the like. Examples of program instructions include not only machine language codes such as those generated by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

Software may comprise a computer program, code, instructions, or a combination of one or more thereof, which configures a processing device to operate as desired or is independently or collectively processed You can command the device. The software and/or data may be any kind of machine, component, physical device, virtual equipment, computer storage medium or device, to be interpreted by or to provide instructions or data to the processing device. , or may be permanently or temporarily embody in a transmitted signal wave. The software may be distributed over networked computer systems and stored or executed in a distributed manner. Software and data may be stored in one or more computer-readable recording media.

As described above, although the embodiments have been described with reference to the limited drawings, those skilled in the art may apply various technical modifications and variations based on the above. For example, the described techniques are performed in an order different from the described method, and/or the described components of the system, structure, apparatus, circuit, etc. are combined or combined in a different form than the described method, or other components Or substituted or substituted by equivalents may achieve an appropriate result.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

100: interior construction design and construction system
110: communication department
120: decision unit
130: drawing generation unit
140: derivation part
150: relay

Claims (5)

As an indoor building construction design and construction system connected to a user terminal and a construction company terminal through a network,
In response to the remodeling information received from the user terminal, a communication unit for providing sample designs classified according to the construction items of the remodeling information;
a determination unit for determining material information for each construction item for the remodeling information, based on any one of the sample designs selected by the user among the sample designs;
a drawing generation unit that analyzes the dimension information of a specific construction target from the remodeling area image corresponding to the remodeling information, and generates a remodeling drawing using the dimensional information and the material information based on the location of the structural member;
a derivation unit for deriving related images corresponding to the construction object among a plurality of previously collected construction site history images using an artificial intelligence-based image classification model that receives construction objects for each construction item of the remodeling drawing; and
A relay unit for relaying the construction period, construction price, and seismic design grade for the remodeling drawing received from the construction company terminal to the user terminal, and relaying the work tool object detected from the related images to the construction company terminal,
The image classification model is an artificial neural network algorithm that receives the construction object for each construction item and derives an output value for identifying related images corresponding to the construction object among the plurality of site history images,
The work tool object corresponds to a work tool including at least one of a transfer workbench, a temporary machine, a sign under construction, paint, a paint container, a fork crane, a ladder, a hammer, a hammer, pliers, a tapping screw, a saw, a roulette, a screwdriver, and a drill is an image,
Demolition request for requesting to the user terminal whether to confirm the demolition of the structural member, based on whether or not the overlap between the location of the structural member and the coordinates of the construction object for each construction item based on the central point in the remodeling drawing occurs wealth;
In response to the user's demolition disapproval signal, the drawing revision unit for modifying the remodeling drawing so as to separate the construction object for each construction item by a predetermined distance from the location of the structural member; and
In response to the user's demolition approval signal, and at the same time instructing the construction company terminal to demolish the structural member, including a demolition decision unit for deleting the structural member from the remodeling drawing, an indoor building construction design and construction system. The method of claim 1,
The sample designs include standard interior designs, minimalistic interior designs, and experimental interior designs,
The standard interior design diagram corresponds to the interior average ratio section in which the area ratio of the empty space within the specific construction target is already collected,
The minimalistic interior design diagram corresponds to a section in which the area ratio of the empty space within the specific construction target is less than the average ratio section of the interior,
The experimental interior design drawing corresponds to a section in which the area ratio of the empty space within the specific construction target exceeds the previously collected interior average ratio section, an indoor building construction design and construction system. delete The method of claim 1,
The demolition decision unit is based on the remodeling area image and the remodeling drawing, so that the overlapping area between the demolition discharge path from the location of the structural member to the loading vehicle and the material transfer path from the entrance to the construction site is limited to within 2m from the construction site. To minimize the length of the demolition discharge path and the material transport path, an indoor building construction design and construction system. The method of claim 1,
The relay unit, when the seismic design grade is less than a preset grade, a sorting unit for sequentially sorting the composite objects corresponding to the construction object for each construction item from a plurality of pre-collected seismic design drawings;
a composite output unit for outputting composite drawings for each unit price in which construction objects for each construction item are sequentially changed into composite objects in the remodeling drawing, based on the construction unit cost of the composite objects; and
The indoor building construction design and construction system, further comprising a final drawing determining unit relaying to the construction company terminal using any one of the composite drawings selected by the user among the combined drawings for each unit price as the final remodeling drawing.

Images