Home decoration design method and device, electronic device and storage medium

A design method and home improvement technology, applied in the computer field, can solve the problems of low calculation efficiency of optimization technology, achieve the effects of improving recognition accuracy and recognition efficiency, realizing intelligent design, and reducing workload

Pending Publication Date: 2020-09-18
GUANGDONG BOZHILIN ROBOT CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, in the field of smart home decoration design, the design drawing is mainly based on the template matching of limited parts of the room; the automatic layout of f

Method used

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  • Home decoration design method and device, electronic device and storage medium
  • Home decoration design method and device, electronic device and storage medium
  • Home decoration design method and device, electronic device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0054] figure 1 It is a schematic flow chart of a home decoration design method provided by Embodiment 1 of the present invention. This method is applicable to smart home decoration design for the type of apartment to be designed, relieves the dependence on the professionalism of home decoration designers, and can generate home decoration design diagrams in seconds The purpose is to greatly improve the speed and intelligence of home decoration design. The method can be executed by a home decoration design device, and the device can be implemented in the form of software and / or hardware.

[0055] Such as figure 1 As described, the home improvement design method provided in this embodiment includes the following steps:

[0056] Step 110, obtaining the floor plan to be designed.

[0057] Wherein, the floor plan to be designed may be the floor plan of a single room, or the floor plan of all rooms in a house. For example, it may be a floor plan of a kitchen in a house, or a flo...

Embodiment 2

[0078] image 3 It is a schematic flowchart of a method for generating a home decoration design model provided by Embodiment 2 of the present invention. On the basis of the above-mentioned embodiments, this embodiment describes in detail the training process of the detection network model and the home decoration design model. Wherein the explanation of terms identical or corresponding to the above-mentioned embodiments will not be repeated here

[0079] Such as image 3 As shown, the method includes the following steps:

[0080] Step 310, collecting and arranging the decoration design drawings, and obtaining a training data set.

[0081]Specifically, collect and sort out home improvement design drawings, mainly through the home improvement design drawings made by home improvement designers for specific apartment types. Use the labeling tool to mark the room information and furniture arrangement information of the apartment type. The room information specifically includes ...

Embodiment 3

[0090] Figure 4 A device for home decoration design provided by Embodiment 3 of the present invention, the device includes: an acquisition module 410 of floor plans to be designed, a room information acquisition module 420 and a design module 430 .

[0091] Among them, the acquisition module 410 of the floor plan to be designed is used to obtain the floor plan to be designed; the room information acquisition module 420 is used to input the floor plan to be designed into the pre-trained detection network model to obtain the room information of the house type to be designed The design module 430 is used to input the room information into the pre-trained home decoration design model to obtain the home decoration design information of the apartment type to be designed; wherein, the home decoration design information includes at least one type of furniture category information and the furniture placement information.

[0092] On the basis of the above technical solutions, ...

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Abstract

Embodiments of the invention disclose a home decoration design method and device, an electronic device and a storage medium. The method comprises the steps of obtaining a to-be-designed house type graph; inputting the to-be-designed house type graph into a pre-trained detection network model to obtain room information of a to-be-designed house type; inputting the room information into a pre-trained home decoration design model to obtain home decoration design information of the to-be-designed house type, wherein the home decoration design information comprises category information of at leastone piece of furniture and placement position information of the furniture. Intelligent design of home decoration is achieved, the purpose of automatically arranging furniture is further achieved, andthe precision and the intelligent degree of home decoration design are improved.

Description

technical field [0001] The embodiments of the present invention relate to the field of computer technology, and in particular, to a home decoration design method, device, electronic equipment, and storage medium. Background technique [0002] With the rapid development of the real estate industry, the market demand for home decoration design is also increasing rapidly. However, the traditional home decoration design industry is a professional and time-consuming industry, which is increasingly unable to meet the market's demand for quick drawing. In response to this market demand, more and more companies have increased their R&D and investment in smart home decoration design. [0003] At present, in the field of smart home decoration design, the design drawing is mainly based on the template matching of limited parts of the room; the automatic layout of furniture relies more on rule-based optimization technology, but the calculation efficiency of this optimization technology ...

Claims

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Application Information

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IPC IPC(8): G06F30/20G06K9/46G06N3/04
CPCG06F30/20G06V10/40G06N3/045
Inventor 苏旭袁道鸣周琳琳吴翔南麦广柱
Owner GUANGDONG BOZHILIN ROBOT CO LTD
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