AIMC Topic: Farms

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Evaluating crash risk factors of farm equipment vehicles on county and non-county roads using interpretable tabular deep learning (TabNet).

Accident; analysis and prevention Jul 1, 2025
Crashes involving farm equipment vehicles are a significant safety concern on public roads, particularly in rural and agricultural regions. These vehicles display unique challenges due to their slow-moving operational speed and interactions with fast...
Risk Factors Male Farms Humans Accidents, Traffic Lighting Motor Vehicles Deep Learning Agriculture
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Invited review: integration of technologies and systems for precision animal agriculture-a case study on precision dairy farming.

Journal of animal science Jan 3, 2023
Precision livestock farming (PLF) offers a strategic solution to enhance the management capacity of large animal groups, while simultaneously improving profitability, efficiency, and minimizing environmental impacts associated with livestock producti...
Agriculture Technology Animals Artificial Intelligence Livestock Animal Husbandry Farms
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DEVELOPMENT OF A ROBOT FOR THE MEASUREMENT OF RADIOACTIVE CONTAMINATION AND FERTILITY OF THE SOIL IN FARMLAND.

Radiation protection dosimetry Sep 9, 2022
A tractor-based robot with the capability of real-time assessing and visualizing the radioactive material density and fertility distribution of farmlands has been developed to accelerate the recovery process of the farmlands suffered by the accident ...
Soil Japan Fertility Radiation Monitoring Farms Robotics Soil Pollutants, Radioactive Nuclear Power Plants Cesium Radioisotopes Fukushima Nuclear Accident
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VTag: a semi-supervised pipeline for tracking pig activity with a single top-view camera.

Journal of animal science Jun 1, 2022
Precision livestock farming has become an important research focus with the rising demand of meat production in the swine industry. Currently, the farming practice is widely conducted by the technology of computer vision (CV), which automates monitor...
Farms Video Recording Animals Swine Artificial Intelligence Software
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Individual identification of dairy cows based on deep learning and feature fusion.

Animal science journal = Nihon chikusan Gakkaiho Jan 1, 2022
Individual identification of dairy cows is one of the most important prerequisites for an intelligent dairy farming. Herein, a new method of individual identification of dairy cows based on the fusion of deep and shallow features of dairy cow's trunk...
Farms Deep Learning Agriculture Touch Cattle Female Animals
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Object detection and tracking using a high-performance artificial intelligence-based 3D depth camera: towards early detection of African swine fever.

Journal of veterinary science Jan 1, 2022
BACKGROUND: Inspection of livestock farms using surveillance cameras is emerging as a means of early detection of transboundary animal disease such as African swine fever (ASF). Object tracking, a developing technology derived from object detection a...
Livestock Farms African Swine Fever Virus African Swine Fever Swine Swine Diseases Artificial Intelligence Animals
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Estimating leaf area index using unmanned aerial vehicle data: shallow vs. deep machine learning algorithms.

Plant physiology Nov 3, 2021
Measuring leaf area index (LAI) is essential for evaluating crop growth and estimating yield, thereby facilitating high-throughput phenotyping of maize (Zea mays). LAI estimation models use multi-source data from unmanned aerial vehicles (UAVs), but ...
Machine Learning China Plant Leaves Farms Unmanned Aerial Devices Zea mays Crops, Agricultural
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Detection system of dead and sick chickens in large scale farms based on artificial intelligence.

Mathematical biosciences and engineering : MBE Jul 13, 2021
With the continuous enrichment of scientific and technological means, the production of most chicken farms has been able to achieve automation, but for the dead and sick chickens in the farm, there is no automatic monitoring step, only through contin...
Chickens Algorithms Animals Farms Artificial Intelligence Machine Learning
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Advancements in sensor technology and decision support intelligent tools to assist smart livestock farming.

Journal of animal science Feb 1, 2021
Remote monitoring, modern data collection through sensors, rapid data transfer, and vast data storage through the Internet of Things (IoT) have advanced precision livestock farming (PLF) in the last 20 yr. PLF is relevant to many fields of livestock ...
Artificial Intelligence Livestock Farms Technology Agriculture Animals
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Forecasting beef production and quality using large-scale integrated data from Brazil.

Journal of animal science Apr 1, 2020
With agriculture rapidly becoming a data-driven field, it is imperative to extract useful information from large data collections to optimize the production systems. We compared the efficacy of regression (linear regression or generalized linear regr...
Red Meat Commerce Linear Models Climate Male Female Cattle Machine Learning Farms Soil Brazil Agriculture Phenotype Animals
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