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73 results for “deep learning”
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A review of deep learning based agricultural remote sensing image segmentation
DOI https://doi.org/10.4081/jae.2025.1954
- 3,501 abstract views
- 1,048 PDF
- 105 HTML
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Recent advances in pest and disease recognition: a comprehensive review
DOI https://doi.org/10.4081/jae.2025.1776
- 2,146 abstract views
- 1,313 PDF
- 46 HTML
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GPPK4PCM: pest classification model integrating growth period prior knowledge
DOI https://doi.org/10.4081/jae.2025.1814
- 670 abstract views
- 381 PDF
- 19 HTML
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Tomato leaf diseases recognition based on deep convolutional neural networks
DOI https://doi.org/10.4081/jae.2022.1432
- 4,736 abstract views
- 1,764 PDF
- 278 HTML
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YOLO deep learning algorithm for object detection in agriculture: a review
DOI https://doi.org/10.4081/jae.2024.1641
- 8,983 abstract views
- 3,188 PDF
- 889 HTML
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Fine-grained recognition algorithm of crop pests based on cross-layer bilinear aggregation and multi-task learning
DOI https://doi.org/10.4081/jae.2024.1606
- 1,121 abstract views
- 499 PDF
- 37 HTML
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Lychee cultivar fine-grained image classification method based on improved ResNet-34 residual network
DOI https://doi.org/10.4081/jae.2024.1593
- 1,562 abstract views
- 681 PDF
- 77 HTML
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Double-branch deep convolutional neural network-based rice leaf diseases recognition and classification
DOI https://doi.org/10.4081/jae.2023.1544
- 2,372 abstract views
- 960 PDF
- 169 APPENDIX
- 34 HTML
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IBAC-Net: integrative brightness adaptive plant leaf disease classification
DOI https://doi.org/10.4081/jae.2025.1772
- 996 abstract views
- 690 PDF
- 59 HTML
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Leveraging deep semantic segmentation for assisted weed detection
DOI https://doi.org/10.4081/jae.2025.1741
- 1,734 abstract views
- 640 PDF
- 116 HTML
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An intelligent system for detecting Mediterranean fruit fly [Medfly; Ceratitis capitata (Wiedemann)]
DOI https://doi.org/10.4081/jae.2022.1381
- 3,663 abstract views
- 1,213 PDF
- 514 HTML
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Sheep pose estimation via image analysis and body measurements derived from key points
DOI https://doi.org/10.4081/jae.2025.1719
- 2,047 abstract views
- 777 PDF
- 151 HTML
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Comparative analysis of 2D and 3D vineyard yield prediction system using artificial intelligence
DOI https://doi.org/10.4081/jae.2023.1545
- 1,813 abstract views
- 864 PDF
- 45 HTML
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Residual attention based multi-label learning for apple leaf disease identification
DOI https://doi.org/10.4081/jae.2024.1595
- 1,309 abstract views
- 583 PDF
- 45 HTML
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Estimating indoor heat stress in broiler and swine facilities using high-resolution Geo-KOMPSAT-2A satellite data
DOI https://doi.org/10.4081/jae.2026.2096
- 1,182 abstract views
- 289 PDF
- 37 HTML
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Smart precision agriculture using deep neural networks and multi-objective optimization for sensor deployment and yield estimation
DOI https://doi.org/10.4081/jae.2025.1769
- 1,450 abstract views
- 944 PDF
- 71 HTML
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Multi-class segmentation of navel orange surface defects based on improved DeepLabv3+
DOI https://doi.org/10.4081/jae.2024.1564
- 1,729 abstract views
- 855 PDF
- 96 HTML
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Potato powdery scab segmentation using improved GrabCut algorithm
DOI https://doi.org/10.4081/jae.2024.1585
- 1,037 abstract views
- 565 PDF
- 54 HTML
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Monitoring water-stressed spring tea canopy temperature using UAV-derived indices and clustering models
DOI https://doi.org/10.4081/jae.2025.1749
- 913 abstract views
- 790 PDF
- 69 HTML
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Zanthoxylum infructescence detection based on adaptive density clustering
DOI https://doi.org/10.4081/jae.2024.1568
- 2,402 abstract views
- 509 PDF
- 144 SUPPLEMENTARY MATERIAL
- 26 HTML
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Use of machine learning tools to estimate drying rate of apple and apricot wood discs
DOI https://doi.org/10.4081/jae.2025.1712
- 770 abstract views
- 872 PDF
- 71 HTML
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Automated system for the detection of risk in agricultural sugarcane harvesting using digital image processing and deep learning
DOI https://doi.org/10.4081/jae.2024.1581
- 1,319 abstract views
- 838 PDF
- 43 HTML
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Pitaya detection using an improved lightweight Faster R-CNN based on MobileNetV3 in densely planted pitaya orchards
DOI https://doi.org/10.4081/jae.2025.1886
- 777 abstract views
- 484 PDF
- 66 HTML
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Monitoring mini-tomatoes growth: A non-destructive machine vision-based alternative
DOI https://doi.org/10.4081/jae.2022.1366
- 2,379 abstract views
- 1,158 PDF
- 81 HTML
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Static laser weeding system based on improved YOLOv8 and image fusion
DOI https://doi.org/10.4081/jae.2024.1598
- 3,316 abstract views
- 1,423 PDF
- 258 HTML
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Real-time banana harvest readiness prediction using mobile SE-enhanced YOLO classification
DOI https://doi.org/10.4081/jae.2026.2003
- 1,377 abstract views
- 640 PDF
- 101 Supplementary
- 180 HTML
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Cassava stalk detection for a cassava harvesting robot based on YOLO v4 and Mask R-CNN
DOI https://doi.org/10.4081/jae.2023.1301
- 2,554 abstract views
- 1,044 PDF
- 166 HTML
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Grape detection in natural environment based on improved YOLOv8 network
DOI https://doi.org/10.4081/jae.2024.1594
- 1,186 abstract views
- 722 PDF
- 69 HTML
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Fast identification of tomatoes in natural environments by improved YOLOv5s
DOI https://doi.org/10.4081/jae.2024.1588
- 1,004 abstract views
- 483 PDF
- 48 HTML
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Acoustic feature analysis of normal and abnormal calls of white-feathered broilers
DOI https://doi.org/10.4081/jae.2025.1684
- 904 abstract views
- 734 PDF
- 65 HTML
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Intelligent monitoring system for plastic film and drip tape laying quality in film mulching planters based on multi-sensor fusion
DOI https://doi.org/10.4081/jae.2026.2099
- 1,249 abstract views
- 296 PDF
- 27 HTML
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Automatic sheep counting method and experimental study based on mask R-CNN
DOI https://doi.org/10.4081/jae.2025.1614
- 1,568 abstract views
- 506 PDF
- 82 HTML
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SCS-YOLO11: a robust detection framework for pileus of deer antler mushrooms in greenhouse environments
DOI https://doi.org/10.4081/jae.2025.1930
- 707 abstract views
- 488 PDF
- 46 HTML
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Detection method of potato leaf disease based on YOLOv5s
DOI https://doi.org/10.4081/jae.2024.1587
- 1,280 abstract views
- 762 PDF
- 143 HTML
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AI-powered autonomous spraying robot for precision orchard applications
DOI https://doi.org/10.4081/jae.2025.1766
- 3,592 abstract views
- 1,101 PDF
- 322 HTML
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AC-YOLO: citrus detection in the natural environment of orchards
DOI https://doi.org/10.4081/jae.2024.1654
- 1,551 abstract views
- 654 PDF
- 61 HTML
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Tomato detection in natural environment based on improved YOLOv8 network
DOI https://doi.org/10.4081/jae.2025.1732
- 1,409 abstract views
- 1,097 PDF
- 144 HTML
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Review on electromagnetic soil sensing technologies: devices, statistical models, and future perspective
DOI https://doi.org/10.4081/jae.2025.1817
- 1,855 abstract views
- 832 PDF
- 295 HTML
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Lightweight sandy vegetation object detection algorithm based on attention mechanism
DOI https://doi.org/10.4081/jae.2022.1471
- 1,898 abstract views
- 593 PDF
- 46 HTML
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Detection of early collision and compression bruises for pears based on hyperspectral imaging technology
DOI https://doi.org/10.4081/jae.2024.1591
- 1,116 abstract views
- 691 PDF
- 134 HTML
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E-nose: a low-cost fruit ripeness monitoring system
DOI https://doi.org/10.4081/jae.2022.1389
- 6,220 abstract views
- 2,309 PDF
- 2,011 HTML
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Forecasting the vapor pressure deficit in vertical farming facilities aiming to provide optimal indoor conditions
DOI https://doi.org/10.4081/jae.2025.1793
- 1,345 abstract views
- 605 PDF
- 34 HTML
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Proximal optical sensing for vineyard control and management: a review
DOI https://doi.org/10.4081/jae.2025.1642
- 1,388 abstract views
- 708 PDF
- 34 HTML
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Parametric evaluation of segmentation techniques for paddy diseases analysis
DOI https://doi.org/10.4081/jae.2023.1532
- 1,591 abstract views
- 611 PDF
- 55 HTML
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Aeroponic systems design: considerations and challenges
DOI https://doi.org/10.4081/jae.2022.1387
- 9,449 abstract views
- 4,157 PDF
- 293 Appendix
- 6,026 HTML
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Soil depth modelling using terrain analysis and satellite imagery: the case study of Qeshlaq mountainous watershed (Kurdistan, Iran)
DOI https://doi.org/10.4081/jae.2017.595
- 2,753 abstract views
- 1,171 PDF
- 1,228 HTML
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Image analysis of real-time classification of cherry fruit from colour features
DOI https://doi.org/10.4081/jae.2021.1160
- 2,248 abstract views
- 1,009 PDF
- 83 HTML
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Identification of drought-salinity combined stress in tomato plants by vegetation indices
DOI https://doi.org/10.4081/jae.2024.1599
- 1,432 abstract views
- 659 PDF
- 40 HTML
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Apple recognition and picking sequence planning for harvesting robot in a complex environment
DOI https://doi.org/10.4081/jae.2024.1549
- 2,838 abstract views
- 1,556 PDF
- 155 SUPPLEMENTARY MATERIAL
- 78 HTML
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Drag reduction design and experiments for the chisel-shaped shovel tip
DOI https://doi.org/10.4081/jae.2024.1576
- 1,495 abstract views
- 665 PDF
- 35 HTML
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Distinguishing tea stalks of Wuyuan green tea using hyperspectral imaging analysis and convolutional neural network
DOI https://doi.org/10.4081/jae.2024.1560
- 1,449 abstract views
- 739 PDF
- 73 HTML
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Key technology of crop precision sowing based on the vision principle
DOI https://doi.org/10.4081/jae.2022.1453
- 2,619 abstract views
- 794 PDF
- 71 HTML
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Application of MOS gas sensors for detecting mechanical damage of tea plants
DOI https://doi.org/10.4081/jae.2024.1647
- 1,601 abstract views
- 517 PDF
- 69 HTML
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Hyperspectral imaging to measure apricot attributes during storage
DOI https://doi.org/10.4081/jae.2022.1311
- 2,051 abstract views
- 893 PDF
- 84 HTML
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Artificial intelligence to boost traceability systems for fraud prevention in the meat industry
DOI https://doi.org/10.4081/jae.2022.1328
- 3,099 abstract views
- 1,555 PDF
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Real-time straw moisture content detection system for mobile straw granulator
DOI https://doi.org/10.4081/jae.2024.1570
- 3,006 abstract views
- 826 PDF
- 104 HTML
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Design and experiment of seed posture detection and adjustment device for garlic
DOI https://doi.org/10.4081/jae.2026.1767
- 642 abstract views
- 349 PDF
- 15 HTML
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Energy optimization control of extended-range hybrid combine harvesters based on quasi-cycle power demand estimation
DOI https://doi.org/10.4081/jae.2025.1819
- 1,554 abstract views
- 733 PDF
- 235 Appendix
- 101 HTML
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Satellite remote sensing for monitoring citrus orchards water requirements at the irrigation district scale
DOI https://doi.org/10.4081/jae.2024.1623
- 1,746 abstract views
- 848 PDF
- 188 HTML
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Thermal comfort optimisation of vernacular rural buildings: passive solutions to retrofit a typical farmhouse in central Italy
DOI https://doi.org/10.4081/jae.2017.668
- 2,706 abstract views
- 1,547 PDF
- 363 HTML
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Biomimetic tool design improves tillage efficiency, seedbed quality, and straw incorporation during rototilling in conservation farming
DOI https://doi.org/10.4081/jae.2023.1327
- 2,368 abstract views
- 1,179 PDF
- 227 HTML
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Assessing the effect of barns structures and environmental conditions in dairy cattle farms monitored in Northern Italy
DOI https://doi.org/10.4081/jae.2021.1229
- 2,643 abstract views
- 1,205 PDF
- 154 HTML
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Empowering farmers with artificial intelligence: a retrieval-augmented generation based large language model advisory framework
DOI https://doi.org/10.4081/jae.2026.1908
- 4,644 abstract views
- 1,741 PDF
- 195 Supplementary
- 174 HTML