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Papers tagged with "Precision"
Embedded-Based Pest Detection And Prevention System For Smart Agriculture
Agricultural Productivity Is Significantly Affected By Pest Infestations, Leading To Substantial Crop Losses And Increased Dependence On Chemical Pesticides. Early Detection And Timely Prevention Of Pests Are Essential For Improving Crop Yi...
A Review On Machine Learning And Deep Learning Models For Pest Detection For Precision Agriculture Applications
Agriculture Constantly Faces Various Challenges Including Attacks From New Pests And Insects. Often, With Large Farm Sizes And Plummeting Manpower In The Agricultural Sector, It Becomes Challenging To Continuously Monitor Crops For Pest Inf...
Explainable Deep Neural Network Based Multiclass Classification Of Tomato Leaf Disease
Tomato Leaf Diseases Pose A Persistent Challenge To Sustainable Crop Production, Requiring Accurate And Computationally Efficient Diagnostic Solutions For Real-time Field Applications. This Study Proposes A Hybrid Deep Learning Framework Th...
IoT Based Real Time Crop Irrigation And Energy Efficient System
Conventional Irrigation Methods Often Result In Excessive Water Use, Energy Waste, And Inadequate Fertilizer Management, Despite The Fact That Agriculture Is Crucial To Economic Prosperity. To Solve These Problems, This Study Proposes An In...
Smart Coastal Sprayer For Small Scale Farmers Using Wind-Assisted Battery Charging
Traditional Pesticide Spraying In Coastal Regions Suffers 40-60% Wastage Due To Unpredictable Wind Patterns. This Paper Introduces An ESP32-based Autonomous Sprayer Integrating Wind Turbine Battery Charging, Real-time Anemometer Monitoring,...
NUTRIENT DEFICIENCY DETECTION IN PADDY CROP USING LEAF IMAGES
The Early Detection Of Nutrient Deficiencies In Paddy Crops Is Essential For Improving Crop Yield And Ensuring Sustainable Agricultural Practices. Traditional Methods Rely On Manual Observation And Expert Knowledge, Which Can Be Time-consum...
Design And Development Of An Angular Drilling Fixture For Precision Machining Applications
This Research Paper Presents The Design, Development, And Implementation Of An Angular Drilling Fixture For Precision Machining Operations. Angular Drilling Fixtures Are Specialized Work-holding Devices That Enable Accurate Drilling At Pred...
Plant Disease Detection Using Deep Learning
Agriculture Plays A Crucial Role In Global Food Security, And Plant Diseases Represent One Of The Most Significant Threats To Crop Productivity And Quality Worldwide. Traditional Methods Of Disease Identification Rely Heavily On Manual Insp...
IOT INTEGRATED ML SYSTEM FOR FERTILIZER DOSAGE PREDICTION
Agriculture Plays A Huge Role In The Economies Of Developing Nations Like India, Where It Keeps More Than Half The Workforce Employed. Yet, Despite Its Importance, Farmers Still Struggle With How They Use Chemical Fertilizers. Too Much Fert...
AQI Index Analyzer Using Machine Learning
Air Quality Index AQI Prediction Is A Critical Public Health Task That Involves Leveraging Data-driven Methods To Forecast Pollutant Concentrations And The Resulting AQI Under Dynamic Environmental And Meteorological Conditions1. This R...
SMART CULTIVATOT WITH A VISION SYSTEM
This Paper Presents The Design And Development Of A Compact, Autonomous Agricultural Robot — The Smart Cultivator — Specifically Tailored For Small‑scale Farms. The Proposed System Integrates A High‑resolution Vision Subsystem With Onboard...
Cognitive Organic Farming: An Affordable Way Utilizing Internet Of Things And Adaptive Computer Vision-Based Approach Of Saving Labor Expenses In Regulated Fields
In This Paper, We Explore The Potential Of Combining Environmental Control Systems, Internet Of Things (IoT) Sensors, And Adaptive Computervision Algorithms To Reduce Labor Demands In Organic Farming. Growth Conditions Can Be Optimized With...
Innovative Strategies For Enhancing Agricultural Productivity: Integrating Modern Techniques For Sustainable Yield Improvement
The Burgeoning Global Population, Projected To Reach 9.1 Billion By 2050, Necessitates A 70% Increase In Food Production To Meet Rising Demands [1]. Traditional Farming Methods Are Increasingly Inadequate Due To Factors Such As Limited Arab...
Industrial Smart Welding Rover
This Project Presents The Design And Development Of An Automated Welding Robot Aimed At Enhancing Efficiency, Precision, And Safety In Welding Operations. The System Consists Of A Programmable Robotic Arm Equipped With A Welding Gripper, Ca...
Optimizing Agricultural Advisory Services With Multilingual LLaMA And Web Automation
Agriculture Is Key To Global Food Security, And Hence It Is Imperative To Create New Solutions That Cater To The Knowledge Deficits Of Most Farmers—especially In Developing Countries Where Specialist Guidance Is Frequently Not Available. In...