AgroSense: An Integrated Deep Learning System for Crop Recommendation via Soil Image Analysis and Nutrient Profiling
Fuente:
arXiv
Saved in:
| Main Authors: | Pandey, Vishal, Das, Ranjita, Biswas, Debasmita |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Novel Deep Learning Architectures for Classification and Segmentation of Brain Tumors from MRI Images
by: Das, Sayan, et al.
Published: (2025)
by: Das, Sayan, et al.
Published: (2025)
Brain Tumor Detection through Thermal Imaging and MobileNET
by: Maiti, Roham, et al.
Published: (2025)
by: Maiti, Roham, et al.
Published: (2025)
ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
by: Zhang, Ke, et al.
Published: (2025)
by: Zhang, Ke, et al.
Published: (2025)
CMAViT: Integrating Climate, Managment, and Remote Sensing Data for Crop Yield Estimation with Multimodel Vision Transformers
by: Kamangir, Hamid, et al.
Published: (2024)
by: Kamangir, Hamid, et al.
Published: (2024)
Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification
by: Rakesh, Vineet Kumar, et al.
Published: (2025)
by: Rakesh, Vineet Kumar, et al.
Published: (2025)
Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data
by: Xu, Zhengsen, et al.
Published: (2024)
by: Xu, Zhengsen, et al.
Published: (2024)
Task-conditioned Ensemble of Expert Models for Continuous Learning
by: Sharma, Renu, et al.
Published: (2025)
by: Sharma, Renu, et al.
Published: (2025)
Efficient Few-shot Identity Preserving Attribute Editing for 3D-aware Deep Generative Models
by: Vinod, Vishal
Published: (2025)
by: Vinod, Vishal
Published: (2025)
Spiking Decision Transformers: Local Plasticity, Phase-Coding, and Dendritic Routing for Low-Power Sequence Control
by: Pandey, Vishal, et al.
Published: (2025)
by: Pandey, Vishal, et al.
Published: (2025)
Machine Learning Approaches on Crop Pattern Recognition a Comparative Analysis
by: Kabir, Kazi Hasibul, et al.
Published: (2024)
by: Kabir, Kazi Hasibul, et al.
Published: (2024)
Synthesizing Forestry Images Conditioned on Plant Phenotype Using a Generative Adversarial Network
by: Pal, Debasmita, et al.
Published: (2023)
by: Pal, Debasmita, et al.
Published: (2023)
Deep Image Segmentation via Discriminant Feature Learning
by: Sztamborski, Adam Dawid, et al.
Published: (2026)
by: Sztamborski, Adam Dawid, et al.
Published: (2026)
Predicting Lung Disease Severity via Image-Based AQI Analysis using Deep Learning Techniques
by: Mahajan, Anvita, et al.
Published: (2024)
by: Mahajan, Anvita, et al.
Published: (2024)
Multi-Region Transfer Learning for Segmentation of Crop Field Boundaries in Satellite Images with Limited Labels
by: Kerner, Hannah, et al.
Published: (2024)
by: Kerner, Hannah, et al.
Published: (2024)
Mapping Farmed Landscapes from Remote Sensing
by: Conserva, Michelangelo, et al.
Published: (2025)
by: Conserva, Michelangelo, et al.
Published: (2025)
Uncertainty-Aware Vision-Language Segmentation for Medical Imaging
by: Das, Aryan, et al.
Published: (2026)
by: Das, Aryan, et al.
Published: (2026)
Real-time Deer Detection and Warning in Connected Vehicles via Thermal Sensing and Deep Learning
by: Puppala, Hemanth, et al.
Published: (2025)
by: Puppala, Hemanth, et al.
Published: (2025)
In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data
by: Mena, Francisco, et al.
Published: (2024)
by: Mena, Francisco, et al.
Published: (2024)
Multimodal Deep Learning for Diabetic Foot Ulcer Staging Using Integrated RGB and Thermal Imaging
by: Mermer, Gulengul, et al.
Published: (2026)
by: Mermer, Gulengul, et al.
Published: (2026)
Feedback Alignment Meets Low-Rank Manifolds: A Structured Recipe for Local Learning
by: Roy, Arani, et al.
Published: (2025)
by: Roy, Arani, et al.
Published: (2025)
Agro-Consensus: Semantic Self-Consistency in Vision-Language Models for Crop Disease Management in Developing Countries
by: Gupta, Mihir, et al.
Published: (2025)
by: Gupta, Mihir, et al.
Published: (2025)
A Survey on Deep Neural Network Pruning-Taxonomy, Comparison, Analysis, and Recommendations
by: Cheng, Hongrong, et al.
Published: (2023)
by: Cheng, Hongrong, et al.
Published: (2023)
Deep Learning for Remote Sensing to Improve Flood Inundation Mapping
by: Bhattarai, Yogesh, et al.
Published: (2026)
by: Bhattarai, Yogesh, et al.
Published: (2026)
Good Representation, Better Explanation: Role of Convolutional Neural Networks in Transformer-Based Remote Sensing Image Captioning
by: Das, Swadhin, et al.
Published: (2025)
by: Das, Swadhin, et al.
Published: (2025)
Mobile-Friendly Deep Learning for Plant Disease Detection: A Lightweight CNN Benchmark Across 101 Classes of 33 Crops
by: Kumar, Anand, et al.
Published: (2025)
by: Kumar, Anand, et al.
Published: (2025)
SlimDiff: Training-Free, Activation-Guided Hands-free Slimming of Diffusion Models
by: Roy, Arani, et al.
Published: (2025)
by: Roy, Arani, et al.
Published: (2025)
Improving Predictive Confidence in Medical Imaging via Online Label Smoothing
by: Choudhury, Kushan, et al.
Published: (2025)
by: Choudhury, Kushan, et al.
Published: (2025)
Decoding Future Risk: Deep Learning Analysis of Tubular Adenoma Whole-Slide Images
by: Rahu, Ahmed, et al.
Published: (2026)
by: Rahu, Ahmed, et al.
Published: (2026)
Hyperspectral Image Analysis in Single-Modal and Multimodal setting using Deep Learning Techniques
by: Pande, Shivam
Published: (2024)
by: Pande, Shivam
Published: (2024)
Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders
by: Kumar, Amandeep, et al.
Published: (2026)
by: Kumar, Amandeep, et al.
Published: (2026)
Multimodal Deep Learning for Dynamic and Static Neuroimaging: Integrating MRI and fMRI for Alzheimer Disease Analysis
by: Kujur, Anima, et al.
Published: (2026)
by: Kujur, Anima, et al.
Published: (2026)
Transformation of Biological Networks into Images via Semantic Cartography for Visual Interpretation and Scalable Deep Analysis
by: Mostafa, Sakib, et al.
Published: (2025)
by: Mostafa, Sakib, et al.
Published: (2025)
Deep Learning for BioImaging: What Are We Learning?
by: Svatko, Ivan, et al.
Published: (2026)
by: Svatko, Ivan, et al.
Published: (2026)
Learning Topological Representations for Deep Image Understanding
by: Hu, Xiaoling
Published: (2024)
by: Hu, Xiaoling
Published: (2024)
Integrating Deep Metric Learning with Coreset for Active Learning in 3D Segmentation
by: Vepa, Arvind Murari, et al.
Published: (2024)
by: Vepa, Arvind Murari, et al.
Published: (2024)
Lung Cancer Detection Using Deep Learning
by: Ajmi, Imama, et al.
Published: (2026)
by: Ajmi, Imama, et al.
Published: (2026)
Utilizing a Novel Deep Learning Method for Scene Categorization in Remote Sensing Data
by: Omran, Ghufran A., et al.
Published: (2025)
by: Omran, Ghufran A., et al.
Published: (2025)
Benchmarking for Practice: Few-Shot Time-Series Crop-Type Classification on the EuroCropsML Dataset
by: Reuss, Joana, et al.
Published: (2025)
by: Reuss, Joana, et al.
Published: (2025)
Advancements in Crop Analysis through Deep Learning and Explainable AI
by: Khan, Hamza
Published: (2025)
by: Khan, Hamza
Published: (2025)
A Survey on Data Curation for Visual Contrastive Learning: Why Crafting Effective Positive and Negative Pairs Matters
by: Desai, Shasvat, et al.
Published: (2025)
by: Desai, Shasvat, et al.
Published: (2025)
Similar Items
-
Novel Deep Learning Architectures for Classification and Segmentation of Brain Tumors from MRI Images
by: Das, Sayan, et al.
Published: (2025) -
Brain Tumor Detection through Thermal Imaging and MobileNET
by: Maiti, Roham, et al.
Published: (2025) -
ProCrop: Learning Aesthetic Image Cropping from Professional Compositions
by: Zhang, Ke, et al.
Published: (2025) -
CMAViT: Integrating Climate, Managment, and Remote Sensing Data for Crop Yield Estimation with Multimodel Vision Transformers
by: Kamangir, Hamid, et al.
Published: (2024) -
Analysis of Hyperparameter Optimization Effects on Lightweight Deep Models for Real-Time Image Classification
by: Rakesh, Vineet Kumar, et al.
Published: (2025)