AIMC Topic: Crops, Agricultural

Clear Filters Showing 121 to 130 of 208 articles

PhenoBot: an automated system for leaf area analysis using deep learning.

Planta Jan 10, 2023
A low-cost dynamic image capturing and analysis pipeline using color-based deep learning segmentation was developed for direct leaf area estimation of multiple crop types in a commercial environment. Crop yield is largely driven by intercepted radiat...
Plant Leaves Crops, Agricultural Deep Learning Algorithms
View on PubMed DOI

Robotics-assisted, organic agricultural-biotechnology based environment-friendly healthy food option: Beyond the binary of GM versus Organic crops.

Journal of biotechnology Dec 5, 2022
Human society cannot afford the luxury of the business-as-usual approach when dealing with the emerging challenges of the 21st century. The challenges of food production to meet the pace of population growth in an environmentally-sustainable manner h...
Biotechnology Organic Agriculture Crops, Agricultural Humans Agriculture Artificial Intelligence
View on PubMed DOI

Deep learning system for paddy plant disease detection and classification.

Environmental monitoring and assessment Nov 18, 2022
Automatic detection and analysis of rice crop diseases is widely required in the farming industry, which can be utilized to avoid squandering financial and other resources, reduce yield losses, and improve treatment efficiency, resulting in healthier...
Crops, Agricultural Plant Diseases Environmental Monitoring Humans Deep Learning Neural Networks, Computer
View on PubMed DOI

Use of synthetic images for training a deep learning model for weed detection and biomass estimation in cotton.

Scientific reports Nov 15, 2022
Site-specific treatment of weeds in agricultural landscapes has been gaining importance in recent years due to economic savings and minimal impact on the environment. Different detection methods have been developed and tested for precision weed manag...
Deep Learning Image Processing, Computer-Assisted Biomass Neural Networks, Computer Gossypium Crops, Agricultural Poaceae Plant Weeds
View on PubMed DOI

Adaptive Multi-ROI Agricultural Robot Navigation Line Extraction Based on Image Semantic Segmentation.

Sensors (Basel, Switzerland) Oct 11, 2022
Automated robots are an important part of realizing sustainable food production in smart agriculture. Agricultural robots require a powerful and precise navigation system to be able to perform tasks in the field. Aiming at the problems of complex ima...
Crops, Agricultural Semantics Robotics Agriculture Image Processing, Computer-Assisted
View on PubMed DOI

An Innovative Fusion-Based Scenario for Improving Land Crop Mapping Accuracy.

Sensors (Basel, Switzerland) Sep 30, 2022
The accuracy of land crop maps obtained from satellite images depends on the type of feature selection algorithm and classifier. Each of these algorithms have different efficiency in different conditions; therefore, developing a suitable strategy for...
Crops, Agricultural Support Vector Machine Neural Networks, Computer Algorithms
View on PubMed DOI

Study of Multiscale Fused Extraction of Cropland Plots in Remote Sensing Images Based on Attention Mechanism.

Computational intelligence and neuroscience Sep 5, 2022
Cropland extraction from remote sensing images is an essential part of precise digital agriculture services. This paper proposed an SSGNet network of multiscale fused extraction of cropland based on the attention mechanism to address issues with comp...
Remote Sensing Technology Algorithms Neural Networks, Computer Image Processing, Computer-Assisted Crops, Agricultural
View on PubMed DOI

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 Agriculture Machine Learning Farms Artificial Intelligence
View on PubMed DOI

Suitability Evaluation of Crop Variety via Graph Neural Network.

Computational intelligence and neuroscience Aug 9, 2022
With the continuous growth of the global population, insufficient food production has become an urgent problem to be solved in most countries. At present, using artificial intelligence technology to improve suitability between land and crop varieties...
Technology Agriculture Artificial Intelligence Neural Networks, Computer Crops, Agricultural
View on PubMed DOI

Crop Mapping Using the Historical Crop Data Layer and Deep Neural Networks: A Case Study in Jilin Province, China.

Sensors (Basel, Switzerland) Aug 5, 2022
Machine learning combined with satellite image time series can quickly, and reliably be implemented to map crop distribution and growth monitoring necessary for food security. However, obtaining a large number of field survey samples for classifier t...
Machine Learning Neural Networks, Computer Crops, Agricultural Support Vector Machine Algorithms
View on PubMed DOI
Popular Topics
Recent Journals