• Title/Summary/Keyword: floor plan

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ANALYSIS OF THE FLOOR PLAN DATASET WITH YOLO V5

  • MYUNGHYUN JUNG;MINJUNG GIM;SEUNGHWAN YANG
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.27 no.4
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    • pp.311-323
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    • 2023
  • This paper introduces the industrial problem, the solution, and the results of the research conducted with Define Inc. The client company wanted to improve the performance of an object detection model on the floor plan dataset. To solve the problem, we analyzed the operational principles, advantages, and disadvantages of the existing object detection model, identified the characteristics of the floor plan dataset, and proposed to use of YOLO v5 as an appropriate object detection model for training the dataset. We compared the performance of the existing model and the proposed model using mAP@60, and verified the object detection results with real test data, and found that the performance increase of mAP@60 was 0.08 higher with a 25% shorter inference time. We also found that the training time of the proposed YOLO v5 was 71% shorter than the existing model because it has a simpler structure. In this paper, we have shown that the object detection model for the floor plan dataset can achieve better performance while reducing the training time. We expect that it will be useful for solving other industrial problems related to object detection in the future. We also believe that this result can be extended to study object recognition in 3D floor plan dataset.

Comparison with Characteristics of the floor plan of Stimson hall, Underwood hall, Appenzeller hall in Yonsei University (연세대학교 스팀슨관, 언더우드관, 아펜젤러관 평면구성의 특성에 관한 비교 연구)

  • An, Dai-Whan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.3
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    • pp.423-431
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    • 2016
  • The purpose of this study was to analyze and compare the characteristics of floor plan of Underwood hall, Appenzeller hall, and Stimson hall in Yonsei University. These buildings in Yonsei University are the representative higher educational institution buildings that were constructed by Western missionaries during the Japanese colonial period. These buildings were designed by the master plan that had been made before the construction. Therefore, these buildings have many similarities but each building has individual characteristics. This study focused on two parts. One is the characteristics of the shared space, such as like corridor, hall, and stairs. These characteristics show the differences between each building because they used different methods and locations of shared space and rooms for the floor plan to include the different functions. The second is the relationships with the floor plan and other plans like the master plan, elevation plan, and structural plan. These relationships show that each building has unique characteristics that are related to the floor plan.

A Comparative Study on the Spatial Layout Characteristics of Modern Apartment Floor Plan and 'Standard Korea Traditional-Houses Floor Plan' (현대 아파트 평면도와 한옥표준평면도의 공간배치 특성 비교 연구)

  • Hwang, Yong-Woon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.8
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    • pp.271-278
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    • 2019
  • This study compares the space depth and layout of a modern apartment floor plan (MAFP) and the standard floor plan of traditional Korean houses (STKHs), which has preserved the traditional beauty of Korea. Space Syntax was applied to compare the MAFP and STKH. The space within MAFP was more divided into many spaces than the STKH. In both types of floor plans, the living room space had the highest degree of integration and was used for central functions in the each floor plan. The STKH and the space in the MAFP have more segregated space than integrated space. In the STKH, the master bedroom and other rooms were found to be segregated space. However, the master bedroom of the MAFP was highly integrated space. The function of the thet maru has been greatly reduced in the STKH, and the numaru was classified as a highly segregated space. The evacuation space was the most segregated space in the MAFP. The STKH has been adapted and changed according to the trends of the times, and the MAFP reflects our traditional living habits.

An Analysis on Floor Planning Characteristics of Rural houses in Na-po Munwha Village (나포 문화마을 주택의 평면적 특성 분석)

  • Ryou, Ok-Soon;Choi, Byung-Sook
    • Proceeding of Spring/Autumn Annual Conference of KHA
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    • 2006.11a
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    • pp.208-211
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    • 2006
  • This study was to find out contemporary planning trends of rural houses in Na-po Munhwa village by analyzing their floor plan shapes and space relations & elements. There were built 240 houses in that village, but it were possible to collect housing data, floor plans & general building records of 120 houses, from house register. By analyzing those data, findings were as follows : 1) Floor plan shapes of rural houses had a tendency to 'ㅋ' shape type than simple box or transformed box types, and Room-Living-Room arrangement of centered living were very strong trends in those plans. 2) Public spaces, L.D.K

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An Analysis on Floor Planning Characteristics of Rural Houses in Na-po Munwha Village - A Comparison with Literature Review of Apartment Unit Plan - (나포 문화마을 주택의 평면적 특성 분석 - 도시 아파트 평면 특성의 문헌고찰 비교 -)

  • Ryou, Ok-Soon;Choi, Byung-Sook
    • Journal of the Korean housing association
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    • v.18 no.5
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    • pp.23-32
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    • 2007
  • This study was to find out contemporary planning characteristics of rural houses in Na-po Munhwa village by analyzing their floor plans. These results were then compared with apartment housing trends. 240 houses were built in that village, but it was only possible to collect housing data, floor plans and general building records from 102 houses, using house registers. By analyzing those data, the findings were as follows: 1) Floor plan shapes of rural houses showed a tendency to words a 'ㅋ' shape, a 3bay or a transformed 3 bay and a "room-living-room" space arrangement of a centered living room. Public spaces (L.D.K) were separately planned DK from livingroom. Living space was very open and the DK space had created visual privacy from the entrance. The Anbang (master bedroom) and living space were set to the front of the floor plan and an interior toilet was planned in them. These floor-planning tendencies were similar to trend apartment houses in urban areas. 2) Utility and Balcony spaces as a support space of kitchen were not popular features of rural houses in the Munhwa village. These results were different from urban apartment housing trends. 5) Storage space practically absent in those rural houses, and this was similar to urban the trends in urban apartment houses.

A Study on the Characteristics of the Housing Floor Plan in Jeonju Hanok Village (전주한옥마을 주거건축 평면의 특징에 관한 연구)

  • Nam, Hae-Kyeong
    • Journal of the Korean housing association
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    • v.21 no.4
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    • pp.139-148
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    • 2010
  • This study aims to classify and find the characteristics of the housing floor plan by their spatial organization, the condition of use, the process of changes in Jeonju Hanok Village. To carry out this study, first the 534 in 779 housings in this village are investigated, and finally 55 of them are investigated and analyzed. They are surveyed and investigated from November in 2008 to January in 2010. The followings are as conclusions; The prototype of housing floor plan in this village is consisted of the main room in the middle part with the toimaru (wooden veranda), kitchen and meoribang (the room that is located back or the side of the main room) and kennen-bang (the room that is located the side of main room) in it's house. They are generated and changed on the basis of this type. The floor plans of the housings in Jeonju Hanok Villages are classified and characterized as the type of original floor plan house (original type), that of semi foreign house with the Korean style by the Japanese style or modern style, that of the house for rent a room or two rooms or one family, that of the house which mixed with commercial function and that of etc. They are generated by the social and economic condition of that period. And they will be studied with the life style of residents.

Floor Plan Types and Spatial Composition of Folk Housing in Nagan Folk Village (낙안읍성민속마을 전통민가의 평면유형 및 평면구성방식)

  • Kim, Si-Ye;Cheon, Deuk-Youm;Yoo, Uoo-Sang
    • Journal of architectural history
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    • v.20 no.6
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    • pp.77-98
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    • 2011
  • The aim of this study is to identify the floor plan types of folk houses or traditional vernacular dwellings found in Nagan Folk Village located in Joellanamdo province. Examining the floor plans appeared among 36 vernacular folk houses presumably built in the 19th century in the village by means of the changes in the number of bays of Anche, the mail block of the house, the study was also able to construct a spatial compositional process of floor plan development. The floor plan examination revealed that the basic floor plan type in Nagan folk housing was '一' shape, a typical southern dwelling based on the existing classification. This basic type is consisted of three bays or rooms: Jeongji (kitchen), Anbang (large room), and Jageunbang (small room). New spaces or rooms are added to this three room house to expand the house as the residential functions become more complex, such as more living and storage spaces. The expansion appears to have two direction. On the one hand, it has been taken place by inserting Marea, an open wooden floor living space between Anbang and Jageunbang to meet the extended living demand. On the other, Jeongjibang, a second kitchen/storage has been attached to Jeongji outward for extra cooking and storage. This two-way expansion shows the trend of symmetric expansion between cooking, storing space and dwelling space. It can be implied that the arrangement of house rooms has been structurally formulated and shared by the farmer-builders in the 19th century in Nagan village who appeared to be influenced by fixed images for housing.

Analysis of Stress Variation According to Removal of Shear Wall At the Remodeling of Shear Wall Type Apartment (벽식아파트 리모델링시 내력벽 제거에 따른 응력변화 분석)

  • Lee Jae-Cheol;Jung Jong-Hyun;Lim Nam-Gi
    • Korean Journal of Construction Engineering and Management
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    • v.6 no.3 s.25
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    • pp.72-80
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    • 2005
  • The number of apartments has been increased, and it is time to activate the remodeling or reconstruction. Recently remodeling has been preferred to reconstruction, because reconstruction might cause many problems. At this point of time, remodeling could save resources, preserve environment, and expand the construction market places. However, most research for remodeling is aimed to improve the financial value, and structural effects being caused by floor plan modification has not been done yet quantitatively. Remodeling naturally brings to floor plan modification, and it can cause serious problems of structural side. So we made apartments an object of study, then analyzed stress variation of structural elements according to the removal of shear wall, supposing the floor plan modification. For this purpose, we selected a sample of universal apartment floor plan and extracted floor plan modification factors. Then we applied the factors to sample floor plan and organized the results of stress variation of structural elements. As results, walls are most harmful when the independent walls are removed, and in case of slabs, it is most critical when continuous walls are removed.

A Study on the Area Characteristics and Layout Types of the Floor Plan of High School Facilities in Eup and Myeon Districts of Jeju Island (제주도 읍·면지역 고등학교의 평면구성에 따른 영역별 특성 및 배치유형에 관한 연구)

  • Byun, Jung-Hyun;Park, Chul-Min
    • Journal of the Korean Institute of Rural Architecture
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    • v.21 no.4
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    • pp.37-44
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    • 2019
  • A reduction in the number of high school students in Eup and Myeon districts is very severe. This issue leads to the problem with educational programs of school and an academic achievement gap. Therefore, the purpose of this study is to analyze the characteristics of areas and layout types of the floor plan of high school facilities in Eup and Myeon districts of Jeju Island where the number of students reduces and to provide a fundamental material for establishing school environments. The floor plan of school facilities was categorized into learning, support, common, and other areas and the characteristics of each area were analyzed. As a result, it was necessary to make spatial and facility improvements in common area and support area. The layout type of each area was classified into centralized type, distributed type, and mixed type, and then each type was analyzed. As a result, the main building had low points of the floor plan for learning area and common area. In order to respond to the number of students, it is required to establish reasonable spatial plan criteria and guidelines under the supervision of Office of Education and furthermore to make an effort to create futuristic educational facilities.

A Study on the Spatial Configuration Characteristics of the Apartment Building Type based on the Space Syntax Analysis (공간구문론 분석에 의한 아파트 주동형식별 공간배치 특성에 관한 연구)

  • 박몽섭;박찬돈;하재명
    • Journal of the Korean housing association
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    • v.15 no.1
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    • pp.185-194
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    • 2004
  • This paper deals with the spatial configuration of the unit floor plan based on the apartment building type. It is generally agreed that various apartment building types were organized by diverse apartment unit floor plan. The reason behind this diversity, apartment unit plan are affected by the environmental condition and the diverse spatial composition of the unit floor plan. Apartment building types were classified by the similarity of the justified-graph type. This types classified into two category; One core type which were classified by the shape of the core, and multiple core type which were compounded by more than two core. These categories divided into 5 types, and 2 types. Each types were compared in view of the mean depth, relative asymmetry, integration value. Consequently, these types could be classified in the number of the unit floor plan. It is profitable to 3 unit types which was analyzed in view of an indicator of the spatial configuration. Therefore, 3 unit types is favorable to the composition of the apartment building types.