• 제목/요약/키워드: Parameter Generation

검색결과 648건 처리시간 0.033초

가상 데이터 생성을 통한 딥러닝 기반 문자인식 시스템 제안 (Proposal for Deep Learning based Character Recognition System by Virtual Data Generation)

  • 이승주;박구만
    • 방송공학회논문지
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    • 제25권2호
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    • pp.275-278
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    • 2020
  • 본 논문에서는 가상 데이터 생성을 통한 딥러닝 기반 문자인식 시스템을 제안한다. 지도학습에서 가장 큰 비중을 차지하는 학습 데이터를 확보하기 위하여 가상 데이터를 생성하였다. 또한 가상 데이터를 생성 후 증강 파라미터를 이용하여, 실제 다양한 데이터에 대응하기 위해서 데이터 일반화를 하였다. 최종적으로 학습 데이터 구성은 증강 파라미터와 폰트 인자에 다양한 값을 대입하여 데이터를 생성하였다. 문자인식 성능을 측정하기 위한 테스트 데이터는 실제 촬영된 이미지 데이터에서 문자영역을 크롭하여 구성하였다. 테스트 데이터는 실제환경에서 발생할 수 있는 이미지 왜곡을 고려하여 데이터 증강하였다. 딥러닝 알고리즘은 실시간 검출에 용이한 YOLO v3를 사용하였으며, 추론결과는 후처리를 통하여 최종 검출결과를 출력한다.

A Study of the Formation Process of the Fabric Drapes

  • Mizutani, Chiyomi;Baba, Takeichirou;Amano, Toshihiko
    • 한국섬유공학회:학술대회논문집
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    • 한국섬유공학회 2003년도 The Korea-Japan Joint Symposium
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    • pp.111-111
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    • 2003
  • In our experiments using a new apparatus, the drape formation process was found to consist of three stages, seeds generation, their development and the final stabilizing stages. A new parameter R evaluating the shape of the drape was defined in terms of the vertical projection of the drape. Both drape coefficient and R-parameter are expected to be useful for analyzing the formation process of the fabric drape quantitatively.

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RISK EVALUATION OF CARBON MONOXIDE IN COMPARTMENT FIRE

  • Kim, Kwang Il
    • 한국화재소방학회:학술대회논문집
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    • 한국화재소방학회 1997년도 International Symposium on Fire Science and Technology
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    • pp.66-76
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    • 1997
  • In order to investigate the generation of carbon monoxide and heat loss of incomplete combustion in compartment fires, an experiment was conducted in a small scale compartment by using methanol as a fuel. The concentration of carbon monoxide and the toxicity parameter showed high values when the mass air - to - fuel stoichiometric ratio is under 1.0. The constitution of the combustion gas was showed to estimate it from the . The heat loss due to incompleteness of combustion is about one third of heat of combustion in case of under 1.0.

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고장 표정 알고리즘에 적합한 원형 웨이브릿 변환 (Mother Wavelet Transform Suitable to Fault Method Algorism)

  • 박인덕;이승환;김시경
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2009년도 제40회 하계학술대회
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    • pp.62_63
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    • 2009
  • This paper is distribution utility to generation of analysis fault several cases on the ground of substation in a energy meter three phase current, voltage data measurement to fault type and characteristics. Mother wavelet transformation of suitable to method algorism from the distribution utility to generation of fault in image impedance etc several parameter for utility characteristics effective to probatory.

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원형 웨이브릿 변환을 이용한 배전계통의 고장점 추출 (Mother Wavelet Transform using Distribution Utility of Fault Point Extraction)

  • 박인덕;이승환;최광진;김시경
    • 전기학회논문지
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    • 제58권10호
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    • pp.1855-1860
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    • 2009
  • This paper caused a distribution utility to generation of analysis fault several cases on the ground of substation in a energy meter three phase current, voltage data measurement to fault type and characteristics. Mother wavelet transformation of suitable to method algorithm from the distribution utility to generation of fault in image impedance etc several parameter for utility characteristics effective to probatory fault point extraction.

$CO_2$ 용접에서 전류 펄스 조건이 스패터 발생에 미치는 영향 (The Effect of Current Pulsing Parameters on the Spatter Generation Rate during $CO_2$Shielded Gas Metal Arc Welding)

  • 강덕일;최재호;장영섭;김용석
    • Journal of Welding and Joining
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    • 제16권4호
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    • pp.63-72
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    • 1998
  • In this study, the effects of the current pulsing conditions, on the spatter generation rate during the $CO_2$ gas metal arc welding (GMAW) were investigated. Normally using the inverter type power supply, of which the welding current waveform was regulated to reduce the spatter generation rate, but in this study pulsing was imposed on the welding current. Observation of the metal transfer phenomena during the pulsed current GMAS indicated that the droplet transfer from the electrode via the short circuit transfer and the repelling transfer mode could be minimized by selecting optimum combinations of pulsing parameters, which include base and peak current, base and pak duration. It was also demonstrated in this study that proper combinations of the pulsing parameters led to reduce generation of spatters during GMAW shielded by $CO_2$ gas.

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수리실험에 의한 조력발전용 수문의 유량계수 산정에 관한 고찰 (Study on the Estimation of Discharge Coefficient of Sluice for Tidal Power Generation by Performing Physical Experiment)

  • 오상호;이광수;이달수;장세철
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2011년도 추계학술대회 초록집
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    • pp.160.1-160.1
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    • 2011
  • In this study, the influence of methodology of assessing water levels on the discharge coefficient of sluice for tidal power generation was investigated. A physical experiment was performed in a planar open channel by installing 1/70 scale model of the sluice caisson in the planar open channel. In front of and behind the sluice model, sloping bathymetry was made to reproduce corresponding field condition. By analyzing the experimental results, it was found that the location of measuring water levels significantly affects the estimates of the discharge coefficient, due to the variability of the parameter according to the head difference between the measuring locations. Therefore, it is necessary to be careful in estimating and utilizing the discharge coefficient in the relevant study of a tidal power generation.

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파라메터 관점의 보호능력 평가지표를 이용한 보호기기의 위치 선정 (Optimal Location of a Protective Device by using Parametric Protection Ability Index)

  • 신재항;임성일;현승호;이승재;하복남;설일호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2003년도 하계학술대회 논문집 A
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    • pp.366-368
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    • 2003
  • In this paper, a parametric evaluation method of protection ability is proposed. The adequacy of every parameter is evaluated for the setting rules. Then the results are combined to give protection level of a whole protective system. The setting rules are categorized into three groups for hierarchical calculation. The proposed scheme is applied to a location problem of a new protective device to show its effectiveness.

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조류 발전을 위한 MPPT 제어 방법 (The MPPT control for the seeflow generation)

  • 최재신;정락교;한윤석;김진선;김영석
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2007년도 제38회 하계학술대회
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    • pp.1116-1117
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    • 2007
  • In this paper, the control method of maximum power point tracking (MPPT) using the duty ratio control of buck-type dc/dc converter is presented for seaflow generation system. The advantage of the proposed MPPT method is that characteristics of seaflow generator(SG) with respect to seaflow speed, required in the conventional MPPT method, are not needed. Also, due to using the SG output power as a control parameter, neither characteristics of the seaflow speed nor measurements of the rotational speed of the generator are required. Thus, there are advantages that seaflow generation system having features of lower cost and complexity, and higher reliability can be designed. In this paper, Seaflow generation system using the buck-type dc/dc converter is proposed and the effectiveness of the MPPT algorithm is confirmed by matlab simulink.

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비구면 평행연삭에서의 휠구면형상 창성오차 (Wheel curve generation error of aspheric grinding in parallel grinding method)

  • 황연;;이선규
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 추계학술대회 논문집
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    • pp.344-349
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    • 2005
  • This paper presents a geometrical error analysis of wheel curve generation method for micro aspheric surface machining using parallel grinding method. In aspheric grinding, wheel wear in process is crucial parameter for profile error of the ground surface. To decrease wheel weal parallel grinding method is adopted. Wheel and work piece (Tungsten carbide) contact point changes during machining process. In truing process of the wheel radius is determined by the angle and distance between wheel and truer. Wheel radius error is predominantly affected by vertical deviation between the wheel rotation center and the truer center Simulation for vertical error and wheel radius error shows same tendency that expected by geometrical analysis. Experimental results show that the analysis of curve generation method matches with simulations and wheel radius errors.

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