• Title/Summary/Keyword: Duck detection

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A study of duck detection using deep neural network based on RetinaNet model in smart farming

  • Jeyoung Lee;Hochul Kang
    • Journal of Animal Science and Technology
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    • v.66 no.4
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    • pp.846-858
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    • 2024
  • In a duck cage, ducks are placed in various states. In particular, if a duck is overturned and falls or dies, it will adversely affect the growing environment. In order to prevent the foregoing, it was necessary to continuously manage the cage for duck growth. This study proposes a method using an object detection algorithm to improve the foregoing. Object detection refers to the work to perform classification and localization of all objects present in the image when an input image is given. To use an object detection algorithm in a duck cage, data to be used for learning should be made and the data should be augmented to secure enough data to learn from. In addition, the time required for object detection and the accuracy of object detection are important. The study collected, processed, and augmented image data for a total of two years in 2021 and 2022 from the duck cage. Based on the objects that must be detected, the data collected as such were divided at a ratio of 9 : 1, and learning and verification were performed. The final results were visually confirmed using images different from the images used for learning. The proposed method is expected to be used for minimizing human resources in the growing process in duck cages and making the duck cages into smart farms.

Rapid and Sensitive Detection of Salmonella spp. by Using a Loop-Mediated Isothermal Amplification Assay in Duck Carcass Sample (오리 도체에서 등온유전자증폭기법을 이용한 Salmonella spp. 신속 고감도 검출 기법 연구)

  • Cho, Ae-Ri;Dong, Hee-Jin;Cho, Seongbeom
    • Food Science of Animal Resources
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    • v.33 no.5
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    • pp.655-663
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    • 2013
  • In this study, a rapid and sensitive detection tool for screening Salmonella spp. by using a loop-mediated isothermal amplification (LAMP) assay targeting the genomic sequence of the invA gene was developed. The inclusivity and exclusivity were both at 100% in the analysis, and the limit of detection (LOD) in a pure S. Enteritidis culture suspended in saline was $3.2{\times}10^3$ CFU/mL at 18.17 min ($R^2$ = 0.9446). The LODs of the LAMP assay in buffered peptone water with Salmonella (BPW) and duck carcass swab sample enriched in BPW with Salmonella (BPWS) after 0 and 12 h incubation were $3.2{\times}10^3$ CFU/mL and $3.2{\times}10^0$ CFU/mL, respectively. Comparing the LODs in BPW with those in BPWS, the LAMP assay was less influenced by compounds of duck carcass swab sample than the PCR assay. Sensitivity and specificity of the LAMP assay in 50 duck carcass swab samples enriched in BPW for 6 h were 96% and 84%, respectively, indicating that the LAMP assay is a rapid, simple and sensitive assay, which can be utilized as a potential screening tool of Salmonella spp. in duck carcass sample.

Development of species-specific multiplex PCR assays of mitochondrial 12S rRNA and 16S rRNA for the identification of animal species (식육감별을 위한 미토콘드리아 12S rRNA와 16S rRNA 유전자의 종 특이적 multiplex PCR 기법 개발)

  • Koh, Ba-Ra-Da;Kim, Ji-Yeon;Na, Ho-Myung;Park, Seong-Do;Kim, Yong-Hwan
    • Korean Journal of Veterinary Service
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    • v.34 no.4
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    • pp.417-428
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    • 2011
  • Species-specific PCR assay was developed for detection of cattle, sheep, goat, horse, dog, pig, chicken, duck, goose, and turkey using mitochondrial 12S rRNA and 16S rRNA as target genes. Also, an internal positive control was used to detect possible false negatives by using 18S rRNA gene. We designed species-specific primers with amplicon length of 190, 219, 350, 467, 241, 119, 171, 229, 111 and 268 bp for cattle, sheep, goat, horse, dog, pig, chicken, duck, goose, and turkey respectively. The specificity of the primers was tested against the other 10 non-target animal species and a cross-reaction was not observed. We developed two multiplex PCR assays for the simultaneous identification of Korea's major livestock species (cattle, pig, chicken and duck) and poultry species (chicken, duck, goose and turkey) from analogous samples, retaining the same specificity. The limit of detection of the multiplex PCR assay (cattle, pig, chicken and duck) ranged between 1 pg and 0.1 pg of template DNA extracts from raw meat. Applying multiplex PCR assays to DNA extracts from experimental pork/beef and pork/chicken tested raw and heat-treated ($120^{\circ}C$ for 30 min) mixtures respectively, detection limit was 0.1% level beef in pork, pork in beef and chicken in pork and 1.0% level pork in chicken. In conclusion, this assay using gel-based capillary electrophoresis would be very useful in highly sensitive and rapid identification of animal species or ingredients in minced meat and other meat products.

Detection of invA and spvC in Salmonella spp. isolated from duck farms (오리 농장에서 분리한 Salmonella속 균에서 invA 및 spvC gene의 검출)

  • Cho, Jae-Keun
    • Korean Journal of Veterinary Service
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    • v.33 no.4
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    • pp.341-344
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    • 2010
  • Poultry and poultry products have been implicated as a major source of Salmonella infection in human, and infection due to Salmonella serotypes continue to be a major health problem. The presence of two virulence genes, invA and spvC, in 34 Salmonella isolates obtained from duck farms was investigated. All isolates contained the invA gene, and spvC gene was found in 20 (58.8%) of 34 Salmonella isolates : S. Typhimurium (n=8), S. Fyris (n=5), S. Enteritidis (n=3), S. Typhimurium var. copenhagen (n=1), S. Haardt (n=1) and S. Mbandaka (n=1). This study showed the presence of the spvC gene was widely distributed in between different Salmonella enterica isolates.

Prevalence of Parasite Infection of Poultry(turkey, helmeted guineafowl, pheasant, duck) in Chonbuk Province (가금(칠면조, 오리, 호로새, 꿩)의 장내 기생충 감염상황)

  • 양홍지;서창섭;윤여백;박태욱;김성훈;최은영;안응엽;장세군
    • Korean Journal of Veterinary Service
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    • v.16 no.2
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    • pp.91-96
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    • 1993
  • In order to monitor the parasites, fecal samples were taken from turkey (n=157), helmeted guineafowl(n=149), pheasant(n=190) and duck(n=190) in Chonbuk province. The identification of the parasites were determined by the fecal examination using the fluatation method and microscopical examination. The results were obtained as follows;1. The detection rate oi the parasites from 4 species of poutry was 47.2%(n=324 heads) out of 686 heads. 2. The identification rate was 85.9% in helmeted guineafowl, 63.2% in pheasant, 44.6% in turkey and 3.2% in duck, in order. 3. The mixed infection rate such as single, double, triple and quadrupl was 25.4%(174 heads), 14.1%(97 heads), 7.3%(50 heads) and 0.4%(3 heads), respectively. 4. The parasites isolated were identified as Capillaria spp. in 225 heads, Eimeria spp in 169 heads, Heterakis gallinarum in 116 heads, Ascaridia galli in 16 heads, Hymenolepis spp. in 3 heads and Strongyloides avium in 1 head, in order.

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A Method of Failure Detection Rate Calculation for Setting up of Guided Missile Periodic Test and Application Case (유도탄 점검주기 설정을 위한 고장 탐지율 산출 방안 및 적용 사례)

  • Choi, In-Duck
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.42 no.2
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    • pp.28-35
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    • 2019
  • Since guided missiles with the characteristics of the one-shot system remain stored throughout their entire life cycle, it is important to maintain their storage reliability until the launch. As part of maintaining storage reliability, period of preventive test is set up to perform preventive periodic test, in this case failure detection rate has a great effect on setting up period of preventive test to maintain storage reliability. The proposed method utilizes failure rate predicted by the software on the basis of MIL-HDBK-217F and failure mode analyzed through FMEA (Failure Mode and Effect Analysis) using data generated from the actual field. The failure detection rate of using the proposed method is applied to set periodic test of the actual guided missile. The proposed method in this paper has advantages in accuracy and objectivity because it utilizes a large amount of data generated in the actual field.

Development of TaqMan probe-based real-time PCR for rapid identification of beef, pork and poultry meat (소, 돼지, 가금육류의 신속한 동정을 위한 TaqMan probe를 이용한 real-time PCR 개발)

  • Koh, Ba-Ra-Da;Kim, Ji-Yeon;Na, Ho-Myung;Park, Seong-Do;Kim, Yong-Hwan
    • Korean Journal of Veterinary Service
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    • v.35 no.3
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    • pp.215-222
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    • 2012
  • Species-specific $TaqMan^{(R)}$ probe-based real-time PCR assays were developed for detection of beef, pork, chicken, duck, goose and turkey. The primer and probe sets used in this study were designed to be complementary to fibroblast growth factor (FGF) for cattle and pig, mitochondrial NADH dehydrogenase (ND) subunit 3 and ND2 for chicken and duck, 12S rRNA for goose and turkey, respectively. As internal positive control we used conserved region in the ribosomal 18S RNA gene to ensure the accuracy of the detection of target DNA by real-time PCR. We confirmed that real-time PCR assays with the primer and probe sets were positive for cattle, pig and chicken intended target animal species with no cross-reactivity with other non-target animal species. Only >50 ng DNA of beef show cross-reactivity in the determination of duck. Using species-specific primer and probe sets, it was possible to detect amounts of 0.1 ng DNA of cattle and pig, 1.0 pg DNA of chicken, duck and turkey, and 0.1 pg DNA of goose for raw samples, respectively. The detection limits were 0.1 ng DNA of cattle, 1.0 ng DNA of pig and 1.0 pg DNA of chicken for DNA mixtures (beef, pork and chicken) extracted from heat-treated ($121^{\circ}C$/5 min) meat samples. In conclusion, it can be suggested that the $TaqMan^{(R)}$ probe-based assay developed in this study might be a rapid and specific method for the identification of meat species in raw or cooked meat products.

Development of Magnetic Phase Detection Sensor for the Steam Generator Tube in Nuclear Power Plants

  • Son, De-Rac;Joung, Won-Ik;Park, Duck-Gun;Ryu, Kwon-Sang
    • Journal of Magnetics
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    • v.14 no.2
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    • pp.97-100
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    • 2009
  • A new eddy current testing probe was developed to separate the eddy current signal distortion caused by permeability variation clusters and ordinary defects created in steam generator tubes. Signal processing circuits were inserted into the probe to increase the signal-to-noise ratio and allow digital signal transmission. The new probe could measure and separate the magnetic phases created in the steam generator tubes in the operating environment of a nuclear power plant. Furthermore, the new eddy current testing probe can measure the defects in steam generator tubes as rapidly as a bobbin probe with enhanced testing speed and reliability of defect detection.