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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
- 3,522 abstract views
- 1,064 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
- 2,158 abstract views
- 1,324 PDF
- 47 HTML
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GPPK4PCM: pest classification model integrating growth period prior knowledge
DOI https://doi.org/10.4081/jae.2025.1814
- 672 abstract views
- 383 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
- 4,746 abstract views
- 1,766 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
- 9,005 abstract views
- 3,199 PDF
- 892 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
- 1,129 abstract views
- 502 PDF
- 38 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
- 1,570 abstract views
- 684 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
- 2,379 abstract views
- 968 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
- 999 abstract views
- 696 PDF
- 59 HTML
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Leveraging deep semantic segmentation for assisted weed detection
DOI https://doi.org/10.4081/jae.2025.1741
- 1,740 abstract views
- 642 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
- 3,671 abstract views
- 1,218 PDF
- 516 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
- 2,056 abstract views
- 786 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
- 1,821 abstract views
- 870 PDF
- 47 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
- 1,314 abstract views
- 588 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
- 1,185 abstract views
- 291 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
- 1,456 abstract views
- 952 PDF
- 72 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
- 1,742 abstract views
- 864 PDF
- 97 HTML
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Potato powdery scab segmentation using improved GrabCut algorithm
DOI https://doi.org/10.4081/jae.2024.1585
- 1,044 abstract views
- 568 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
- 927 abstract views
- 797 PDF
- 72 HTML
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Zanthoxylum infructescence detection based on adaptive density clustering
DOI https://doi.org/10.4081/jae.2024.1568
- 2,408 abstract views
- 512 PDF
- 146 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
- 774 abstract views
- 877 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
- 1,328 abstract views
- 840 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
- 779 abstract views
- 507 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
- 2,390 abstract views
- 1,166 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
- 3,331 abstract views
- 1,430 PDF
- 260 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
- 1,385 abstract views
- 643 PDF
- 102 Supplementary
- 182 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
- 2,565 abstract views
- 1,053 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
- 1,190 abstract views
- 730 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
- 1,013 abstract views
- 484 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
- 911 abstract views
- 744 PDF
- 67 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
- 1,284 abstract views
- 303 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
- 1,579 abstract views
- 511 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
- 717 abstract views
- 500 PDF
- 47 HTML
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Detection method of potato leaf disease based on YOLOv5s
DOI https://doi.org/10.4081/jae.2024.1587
- 1,286 abstract views
- 765 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
- 3,606 abstract views
- 1,111 PDF
- 323 HTML
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AC-YOLO: citrus detection in the natural environment of orchards
DOI https://doi.org/10.4081/jae.2024.1654
- 1,556 abstract views
- 660 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
- 1,416 abstract views
- 1,100 PDF
- 146 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
- 1,861 abstract views
- 835 PDF
- 299 HTML
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Lightweight sandy vegetation object detection algorithm based on attention mechanism
DOI https://doi.org/10.4081/jae.2022.1471
- 1,899 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
- 1,121 abstract views
- 699 PDF
- 135 HTML
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E-nose: a low-cost fruit ripeness monitoring system
DOI https://doi.org/10.4081/jae.2022.1389
- 6,239 abstract views
- 2,323 PDF
- 2,015 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
- 1,348 abstract views
- 610 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
- 1,398 abstract views
- 714 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
- 1,597 abstract views
- 618 PDF
- 57 HTML
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Aeroponic systems design: considerations and challenges
DOI https://doi.org/10.4081/jae.2022.1387
- 9,460 abstract views
- 4,164 PDF
- 298 Appendix
- 6,032 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
- 2,759 abstract views
- 1,178 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
- 2,250 abstract views
- 1,014 PDF
- 83 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
- 2,845 abstract views
- 1,565 PDF
- 156 SUPPLEMENTARY MATERIAL
- 78 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
- 1,438 abstract views
- 662 PDF
- 40 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
- 1,502 abstract views
- 672 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
- 1,454 abstract views
- 744 PDF
- 73 HTML
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Hyperspectral imaging to measure apricot attributes during storage
DOI https://doi.org/10.4081/jae.2022.1311
- 2,059 abstract views
- 899 PDF
- 85 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
- 2,624 abstract views
- 799 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
- 1,606 abstract views
- 524 PDF
- 69 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
- 3,107 abstract views
- 1,560 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
- 3,011 abstract views
- 830 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
- 657 abstract views
- 356 PDF
- 16 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
- 1,556 abstract views
- 740 PDF
- 237 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
- 1,756 abstract views
- 854 PDF
- 189 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
- 2,713 abstract views
- 1,550 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
- 2,373 abstract views
- 1,189 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
- 2,656 abstract views
- 1,209 PDF
- 155 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
- 4,672 abstract views
- 1,771 PDF
- 196 Supplementary
- 177 HTML