AIMC Topic: Farms

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Early Identification of Crop Type for Smallholder Farming Systems Using Deep Learning on Time-Series Sentinel-2 Imagery.

Sensors (Basel, Switzerland) Feb 5, 2023
Climate change and the COVID-19 pandemic have disrupted the food supply chain across the globe and adversely affected food security. Early estimation of staple crops can assist relevant government agencies to take timely actions for ensuring food sec...
Humans Pandemics Deep Learning Agriculture COVID-19 Crops, Agricultural Farms
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Comparing State-of-the-Art Deep Learning Algorithms for the Automated Detection and Tracking of Black Cattle.

Sensors (Basel, Switzerland) Jan 3, 2023
Effective livestock management is critical for cattle farms in today's competitive era of smart modern farming. To ensure farm management solutions are efficient, affordable, and scalable, the manual identification and detection of cattle are not fea...
Agriculture Dairying Animals Farms Deep Learning Cattle Algorithms Female Humans
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Farmland quality assessment using deep fully convolutional neural networks.

Environmental monitoring and assessment Dec 28, 2022
Farmland is the cornerstone of agriculture and is important for food security and social production. Farmland assessment is essential but traditional methods are usually expensive and slow. Deep learning methods have been developed and widely applied...
Neural Networks, Computer Image Processing, Computer-Assisted Agriculture Machine Learning Farms Environmental Monitoring
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Sensor-Driven Human-Robot Synergy: A Systems Engineering Approach.

Sensors (Basel, Switzerland) Dec 20, 2022
Knowledge-based synergistic automation is a potential intermediate option between the opposite extremes of manual and fully automated robotic labor in agriculture. Disruptive information and communication technologies (ICT) and sophisticated solution...
Engineering Robotics Knowledge Bases Humans Farms Agriculture
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Livestock Identification Using Deep Learning for Traceability.

Sensors (Basel, Switzerland) Oct 28, 2022
Farm livestock identification and welfare assessment using non-invasive digital technology have gained interest in agriculture in the last decade, especially for accurate traceability. This study aimed to develop a face recognition system for dairy f...
Dairying Cattle Agriculture Farms Deep Learning Humans Animals Livestock Female
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A Crop Growth Prediction Model Using Energy Data Based on Machine Learning in Smart Farms.

Computational intelligence and neuroscience Oct 12, 2022
In the recent past, the agricultural industry has rapidly digitalized in the form of smart farms through the broad usage of data analysis and artificial intelligence. Commonly, high operating costs in a smart farm are primarily due to inefficient ene...
Support Vector Machine Algorithms Farms Artificial Intelligence Machine Learning
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Network Architecture for Intelligent Identification of Faults in Rabbit Farm Environment Monitoring Based on a Biological Neural Network Model.

Computational intelligence and neuroscience Sep 10, 2022
Currently, livestock and poultry farming is gradually developing towards modernization and scale, and closed livestock and poultry farms are widely used for poultry feeding management, but at the same time, the farming risks of large-scale farms are ...
Rabbits Computer Communication Networks Farms Environmental Monitoring Neural Networks, Computer Algorithms Animals
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IOT-Based Medical Informatics Farming System with Predictive Data Analytics Using Supervised Machine Learning Algorithms.

Computational and mathematical methods in medicine Aug 30, 2022
In the farming industry, the Internet of Things (IoT) is crucial for boosting utility. Innovative agriculture practices and medical informatics have the potential to increase crop yield while using the same amount of input. Individuals can benefit fr...
Medical Informatics Algorithms Data Science Farms Support Vector Machine Humans Machine Learning
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A Cloud Enabled Crop Recommendation Platform for Machine Learning-Driven Precision Farming.

Sensors (Basel, Switzerland) Aug 22, 2022
Modern agriculture incorporated a portfolio of technologies to meet the current demand for agricultural food production, in terms of both quality and quantity. In this technology-driven farming era, this portfolio of technologies has aided farmers to...
Crops, Agricultural Farms Agriculture Artificial Intelligence Machine Learning
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New insights in improving sustainability in meat production: opportunities and challenges.

Critical reviews in food science and nutrition Jul 12, 2022
Treating livestock as senseless production machines has led to rampant depletion of natural resources, enhanced greenhouse gas emissions, gross animal welfare violations, and other ethical issues. It has essentially instigated constant scrutiny of co...
Animals Animal Husbandry Farms Meat Artificial Intelligence
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