15AGRITECHCAT4: Development and validation of a system for automatic detection of lameness in sheep
15AGRITECHCAT4: Development and validation of a system for automatic detection of lameness in sheep
批准号:
BB/N014235/1
负责人:
Jasmeet Kaler
金额:
$15.33万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2016
资助国家:
英国
项目状态:
已结题
起止时间:
2016 至 --
中文摘要
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英文摘要
This project aims to address challenge of lameness in sheep, one of the biggest cause of poor health, welfare and economic loss on sheep farms in UK and globally. By developing innovative hardware (acclerometer ), integrated software and algorithms specifically suited for automated lameness detection in sheep we aim to reduce the lameness levels. Such system will be innnovative and will facilitate farmers to effectively manage lameness by providing an automated system for early detection. This will bring economic and welfare benefits across the food supply chain and creating new jobs in production of innovative hardware and software products.
期刊论文(9)
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Lameness classification approach including test and train data across the folds and percentage misclassification from Automated detection of lameness in sheep using machine learning approaches: novel insights into behavioural differences among lame and...
跛行分类方法包括跨褶皱的测试和训练数据以及使用机器学习方法自动检测绵羊跛行的错误分类百分比:对跛行和...之间行为差异的新见解
DOI:
10.6084/m9.figshare.11397726
发表时间:
2019
期刊:
影响因子:
--
作者:
[Jasmeet Kaler]
通讯作者:
Jasmeet Kaler
Python Code for Lameness classification machine learning algorithms from Automated detection of lameness in sheep using machine learning approaches: novel insights into behavioural differences among lame and non-lame sheep
跛行分类机器学习算法的 Python 代码,来自使用机器学习方法自动检测羊跛行:对跛行羊和非跛行羊行为差异的新见解
DOI:
10.6084/m9.figshare.11397723
发表时间:
2019
期刊:
影响因子:
--
作者:
[Jasmeet Kaler]
通讯作者:
Jasmeet Kaler
Supporting documents from Evaluation of sampling frequency, window size and sensor position for classification of sheep behaviour
支持文件:评估绵羊行为分类的采样频率、窗口大小和传感器位置
DOI:
10.6084/m9.figshare.5817918
发表时间:
2018
期刊:
影响因子:
--
作者:
[Walton E]
通讯作者:
Walton E
DOI:
10.1109/jsen.2021.3054718
发表时间:
2021-04-01
期刊:
IEEE SENSORS JOURNAL
影响因子:
4.3
作者:
[Jarchi, Delaram, Kaler, Jasmeet, Sanei, Saeid]
通讯作者:
Sanei, Saeid
DOI:
10.3390/s18103532
发表时间:
2018-10-19
期刊:
Sensors (Basel, Switzerland)
影响因子:
--
作者:
[Mansbridge N, Mitsch J, Bollard N, Ellis K, Miguel-Pacheco GG, Dottorini T, Kaler J]
通讯作者:
Kaler J
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批准号:--
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项目类别:--
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资助金额:40万元
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批准年份:2020
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负责人:Vikrant Gupta
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依托单位: