• Title/Summary/Keyword: ML Kit

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Implementation of Yoga Posture Training Application Using Google ML Kit (Google ML Kit를 이용한 요가 자세 훈련 애플리케이션 구현)

  • Kim, Hyoung Min;Yoon, Jong Hyeon;Park, Su Hyun;Yu, Yun Seop
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.10a
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    • pp.178-180
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    • 2022
  • An application implementation that allows users to train yoga posture based on the landmark of yoga posture of yoga instructors obtained from the Google Firebase ML Kit was introduced. Using the ML Kit, the user's posture is classified and landmarks corresponding to each joint are obtained. The accuracy measurement reference value for the yoga posture is set through the angle formed by the joints of the obtained landmark. The accuracy between the reference landmark for the yoga posture of professional yoga instructors and the landmark for the user's pose through the ML Kit was compared. According to the accuracy reference value, information on malfunction and correct motion is provided to the user through Text-to-Speech (TTS). Users are managed effectively with Firebase, and a system that displays the amount of exercise through a counter and timer when the user performs an exercise that meets the accuracy reference value was explained.

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Assay of Human Chorionic Gonadotropin in Urine of Athletes and Evaluation of Assay Kit Performance (운동선수들의 뇨 중 Human Chorionic Gonadotropin 분석 및 분석킷트 평가)

  • 최명자;이정란;김명수
    • Biomolecules & Therapeutics
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    • v.10 no.3
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    • pp.186-192
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    • 2002
  • Special attention has been paid to human chorionic gonadotropin (hCG) for athlete doping control because it stimulates the endogenous production of testosterone and epitestosterone without increasing the T/E ratio which is a doping indicator for the exogenous administration of testosterone. Even though the IOC banned the use of hCG, a detection method has not been decided upon since there are a variety of immunoassay kits available on the market. We evaluated three kits in terms of their performance characteristics. The assay value of the control sample varied depending on the kit, resulting in 198 mIU/ml for the MAIA kit, 172mIU/ml for the IRMA kit, and 143 mIU/ml for the MEIA kit. Considering the IOC inter-lab distribution of results(55-312 mIU/ml) using 27 different kits and the mean value (178$\pm$56 mIU/ml), all three kits are within the range of -15.8% - +5.6% of the mean value, which proves them useful for the hCG assay. The MEIA kit resulted in lower hCG values because it detects only intact hCG molecules, in contrast to the other two kits which detect intact hCG and -hCG together. However, it is suitable for screening purposes because of its advantage of being an automated system. When 123 urine samples of athletes were analyzed in 22 batches using this system, the variation of control values fell within $\pm$ 10% of the mean values, and an specimens tested negative with hCG values less than the detection limit of 2 mIU/ml.

Evaluation of the Efficiency of E. coli O157: H7 Rapid Detection Kit using Immunochromatography (면역크로마토그래피를 이용한 E. coli O157: H7 신속검출 키트의 유효성 평가)

  • Kwak, Hyo-Sun;Lee, Dong-Ha;Moon, Hee-Sook;Park, Jong-Seok;Woo, Gun-Jo;Kim, Chang-Min
    • Journal of Food Hygiene and Safety
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    • v.18 no.3
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    • pp.118-124
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    • 2003
  • For the rapid detection of various pathogenic microorganisms from food sample, various kinds of kits have been developed and commercially available in the markets. With the advantages of speed, accuracy and easiness, the market of these kits has gradually increased for the QC and QA field of food company as well as testing facilities or laboratories. In this study, the characteristics such as the detection limit and the sensitivity of immunochromatographic type of rapid detection kit (Donga Co, Korea, D-kit) for E. coli 0157:H7 developed by monoclonal antibody were examined and also the possibility of application of the kit to food samples was evaluated. The reference kits used for comparison study were Reveal E. coli 0157:H7 (Neogen Co., USA, R-kit) and VIP EHEC kit (Biocontrol Inc., USA, V-kit) occupying major market share. In the detection limit test with the E. coli 0157:H7 reference, both R-kit and D-kit showed a distinct positive reaction in $10^4$/ml and weak positive reaction in $10^3$/ml, whereas V-kit showed a same reaction in 105/ml. Also, it was identified that the culture treated with heat showed more sensitivity than no heat treated culture. The sensitivity test was conducted against 22 isolates of E. coli 0157:H7, 7 strains of non-O157:H7 verotoxin-producing E. coli, 40 strains of E. coli with different O and H antigen type, and 38 strains of non-E. coli Enterobacteriaceae, and all of the test strains except three were showed exactly three were showed exactly the same reaction against three kinds of the tested kits. All the three kinds of kits showed a positive reaction against E. coli O157:H19, E. coli O148:H18 and Salmonella galinarium. We suppose that there might be a similarity in serological property between these three strains and O157:H7. From the test results, it can be concluded that there is (was) no difference between the D-kit developed in this study and R-kit or V-kit based on the detection limit and sensitivity.

Studies on the early diagnosis of pregnancy of dairy cows by EIA-kit of progesterone in milk (Progesterone EIA-kit에 의한 유우(乳牛)의 임신진단(姙娠診斷)에 관한 연구(硏究))

  • Kim, Min-kyu;Shin, Hyun-ju;Lee, Man-hwai;Lee, Myung-heon;Kim, Sang-keun
    • Korean Journal of Veterinary Research
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    • v.30 no.1
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    • pp.35-40
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    • 1990
  • This study was carried out to evaluate khe accuracy of the early diagnosis of pregnancy in dairy cows using EIK-kit of progesterone in milk and to compare the progesterone concentrations in milk with those assayed by radioimmunoassay. 1. The progesterone concentrations of the pregnant cows($2.07{\pm}0.54ng/ml$) were significantly higher than those of non-pregnant cows($1.04{\pm}0.19ng/ml$), and thereafter began to inerease and maintained high levels. 2. During 20 to 22 days after artificial insemination, the accuracy of pregnancy diagnosis from EIA-kit of progesterone were 93.7% for non-pregnant cows, and 91.6% for pregnant cows. 3. During 20 to 22 days after artificial insemination, the accuracy of pregnancy diagnosis from milk progesterone concentrations were 100% for non-pregnant cows (<2.7ng/ml), and 92.9% for pregnant cows($${\geq_-}3.2ng/ml$$). The average overall accuracy of prediction for pregnant and non-pregnant cows were 96.5%. 4. Accordingly, the pregnancy diagnosis from EIA-kit of progesterone is thought to be recommendable because this early diagnostic means are simple with accurate result.

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Implementation of A System to Prevent Drowsy Driving Using Google ML Kit (구글 ML Kit 을 이용한 졸음 운전 예방 시스템 구현)

  • Park, Jin-A;Lim, Jun-Hwan;Park, Su-Jin;Noh, Giseop
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.574-576
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    • 2021
  • 본 논문에서는 딥러닝을 이용한 구글 ML Kit 를 이용하여 직접적이고 효과적인 졸음운전 예방기술을 구현하였다. 본 연구에서는 눈 상태를 인식하여 졸음을 감지하고 경보음을 발생시켜 교통사고 안전성 향상을 위한 방안을 제안하고 구현하였다. 또한, 정부 공공데이터 활용을 통해 성능테스트를 진행하여 시스템의 성능을 검증하였다.

Development of Diagnostic kit for Hepatitis B Susrface Antigen using Immunochromatographic Assay Method (면역크로마토그래피법을 이용한 B형간염 진단용 kit의 개발)

  • 신형순;신광순;정홍근;허태련
    • KSBB Journal
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    • v.15 no.2
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    • pp.214-218
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    • 2000
  • A hepatitis B Surface Antigen(HBsAg)-screening kit using immunochromatographic assay(ICA) method was developed by e employing two kinds of antibodies. One is mouse monoclonal anti-HBs for tracer antibody and the other is goat p이yclonal a anti-HBs for capture antibody. This capture antibody was immobilized on the surface of nitroceliulose(NC) membrane and the t tracer antibody was conjugated with g미d particles. When serum sample was added to the sample well, the $\infty$njugates d deposited in a dry state on the surface of glass fiber filter were reconstituted and then combined with HBsAg in serum. In 5 5 min after adding, the assay result was visible through the window, that is, the complexes composed of HBsAg and the c conjugates appeared as maroon line on the lower part of the NC membrane. The detection limit of the ICA kit was 2 ng/ml w when being tested with the reference HBsAg.

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A study on production of early pregnancy diagnostic kit in cattle II. Production of early pregnancy diagnostic kit (소의 조기 임신진단 kit의 개발 II. 조기 임신진단 kit의 개발)

  • Kang, Chung-boo;Lee, Hyo-jong;Choe, Sang-yong
    • Korean Journal of Veterinary Research
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    • v.31 no.2
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    • pp.223-228
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    • 1991
  • Most progesterone enzyme immunoassays(EIA) are used liquid-phase double-antibody or single-antibody seperation. These methods consume considerable time and reagents because of the requirements for several washing and centrifugation steps involving the reactants. Because of these several problems, we were prompted to develop an effective enzyme-linked immunosorbent assay(ELISA) system that would be equal or superior to RIA for assay of progesterone. The results were obtained as follows. 1. Cross reaction of the progesterone antiserum with other steroids determined was shown with progesterone(100%), $11{\alpha}$-deoxycorti-costerone(2.271%), but the other steroids were shown below 0.9%. 2. Standard curve for progesterone ELISA was shown available difference according to progesterone concentration from 0 to 1,000pg/ml. 3. The lower limit of sensitivity was 0.2pg/well 4. Progesterone concentration was 1.6ng/ml for before parturition, and that was below 0.5ng/ml for after parturition. This development enzyme-linked immunosorbent assay for progesterone can be detected pregnancy diagnosis in cattle, and also applicable 10 research on physiological function including such as reproductive disorders.

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Comparison of Estradiol Results according to Manufacturer (제조회사에 따른 Estradiol 결과값의 비교)

  • Kim, Dae-Woon;Shin, Hee-Jung;You, Tae-Min;Noh, Gyeong-Woon;Kim, Hyun-Joo
    • The Korean Journal of Nuclear Medicine Technology
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    • v.15 no.1
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    • pp.101-105
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    • 2011
  • Purpose: Estradiol in the menstrual cycle and ovulation induction as an important test of currently national nuclear medicine laboratory in the normal patients and patients with infertility tests are being performed. For the diagnosis of menopause is an important test with follicle stimulating hormone (FSH) and Luteinizing hormone (LH). Currently participating in external quality control of the nation's hospitals that is 54 percent of 37 hospitals, 20 hospitals have been using A's reagent. The kit's test results are highly different from other kit comes with the test results of specimens have been found. And for the phenomenon is to study the problem. Materials and Methods: Estraiol test were referred to our hospital which results of samples as more than 100pg/ml 75 specimens measured by radioimmunoassay(RIA) test with company A company B company C company D Kit, Chemiluminescent assay (CMIA) to examine and compare to the results from april to August in 2010. Results: Kit for each manufacturing company as measured by the results obtained using the average value of the correlation coefficient (R2) and A company 0.8906 B 0.9527 C 0.9547 and D company correlation coefficient of 0.873 showed a good correlation that measuring the results of A company high concentrations when Company B Company C Company D with CMIA test concentrations measured low results that the two cases were discovered specimens. Conclusion: Most of the test results of 75 samples came up with a similar trend, but two cases were reported in the patients very differently. A company result reported higher than 700 pg/ml, while the rest of other test results report was approximately 10 pg/ml. The common point of two samples more than 50 years patients are estimated to be diagnosed with cancer in postmenopausal patients receiving treatment and levels of FSH were found to be greater than 50 mIU/ml. Did not identify the exact cause. I suggest if you are using A company kit that need to again check when Estradiol result and follicle stimulating hormone results is higher.

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Studies on the Pregnancy Diagnosis by Easy Measurement of Serum (유우의 혈청내 Progesterone 농도의 간역측정에 의한 임신판단에 관한 연구)

  • 김상근;김민규;신현주;이만휘;이명훈
    • Korean Journal of Animal Reproduction
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    • v.13 no.3
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    • pp.157-163
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    • 1989
  • This stduy was carried out to evaluate the ability of clinical application of pregnancy diagnosis based upon the determination of progesterone in serum, utilizing EIA-kit of progesterone concentrations in the serum were assayed by radioimmunoassay. 1. The progesterone concentrations of the pregnant cows(2.40$\pm$0.34ng/ml) were significantly higher than those of non-pregnant cows(1.03$\pm$0.09ng/ml), and thereafter began to increase and maintained high levels. 2. During 20 to 22 days after artificial insemination, the accuracy of pregnancy diagnosis from EIA-kit of progesterone were 95.0% for non-pregnant cows, and 92.3% for pregnant cows. 3. During 20 to 22 days after artificial insemination, the accuracy of pregnancy diagnosis from serum progesterone concentrations were 100% for non-pregnant cows(<1.4ng/ml), and 96.2% for pregnant cows( 2.0ng/ml). The average overall accuracy of prediction for pregnant and non-pregnant cows were 98.1%. 4. Accordingly, the pregnancy diagnosis from EIA-kit of progesterone is thought to be recommendable because this early diagnostic means are simple with accurate results.

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Application of artificial insemination and pregnancy diagnosis kit for Korea native black goats (한국 재래흑염소의 계통별 인공수정과 임신진단 키트의 활용)

  • Kim, Kwan-Woo;Lee, Jinwook;Jeon, Dayeon;Lee, Sung-Soo;Kim, Seungchang;Lee, Sang-Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.10
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    • pp.446-451
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    • 2019
  • This study investigated the application of artificial insemination and pregnancy diagnosis kit for Korean native black goats. Semen was collected by electrical ejaculation, followed by semen analysis and artificial insemination in three goat strains (Dangjin, Jangsu and Tongyoung). Pregnancy was confirmed using a cow pregnancy test kit (IDEXX Rapid Visual Pregnancy Test kit) and ultrasound diagnosis. Analysis revealed that semen collected from male Korean native black goats by electrical ejaculation was about 1~1.5 ml in volume, $18{\sim}25{\times}10^8/ml$ concentration, and having > 97% motility. Furthermore, confirmation of pregnancy by pregnancy test kit and ultrasound diagnosis after artificial insemination were similar. In addition, the efficiency of pregnancy was 20~40% for all three strains: Tongyoung was the highest with 44%, followed by Dangjin (%), and Jangsu (20%). This study determines the artificial fertilization efficiency and the feasibility of using a cow pregnancy test kit for early pregnancy diagnosis in Korean native black goats. Although further research is required for validation, the results of the current study contribute to the breeding and improvement of Korean native black goat in research institutions as well as in general farms.