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Papers tagged with "Processing"
DESIGN AND IMPLEMENTATION OF AN FPGA BASED SMART TRAFFIC LIGHT CONTROL SYSTEM USING CAMERA BASED VEHICLE DETECTION
Traffic Congestion Is A Major Challenge In Rapidly Growing Urban Areas, While Conventional Fixed-time Traffic Signals Cannot Respond Effectively To Changing Traffic Density. This Paper Presents A Camera-based Smart Traffic Light Control Sys...
Defect Detection In Printed Circuit Board Using CNN
The Physical Violence Detection Using Key Framing Printed Circuit Board (PCB) Inspection Is An Essential Part Of PCB Production Process. Traditional PCB Bare Board Defect Detection Methods Have Their Own Defects. However, The PCB Bare Board...
Defect Detection In Printed Board Circuit Using Image Processing
A Printed Circuit Board Without Connecting With Any Components Called As A Bare PCB. Consider A PCB As A Basic Part Which Has Been Settled With More Electronic Units. In Order To Display The Manufacturing Process, The Drawbacks Have Been Ta...
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...
Forecasting Customer Turnover Using Machine Learning
Customer Churn Prediction Is An Essential Task For Telecommunication Companies To Reduce Customer Loss And Improve Retention.A Machine Learning System Is Proposed In This Paper To Predict Customer Churn By Using Customer Usage History. Fron...
E-COMMERCE WEBSITE WITH EJS
Design And Develop A Scalable E-commerce Website With Robust User Authentication And Payment Gateway Integration, Providing A Seamless And Secure Shopping Experience For Customers. This E-commerce Website Provides A Secure And User-friendly...
AI-Enhanced Centralized Knowledge Sharing Platform For College Students
For New Batches Of Students Who Are Often Con-fused With Their Respective Admissions And Placements, Existing Digital Platforms Do Not Always Relate To Relevance And Often Appear Vague. Legacy Campus Search Engines Are Built On Simple Keywo...
AGRINOVA APPLICATION USING AIML
Agriculture Is Very Important In The Economic Development And Food Security Of Most Nations, However, It Has Been Experiencing Major Threats Like Fluctuating Weather, Crop Infections And Lack Of Accessibility To Professional Agricultural Ad...
Design And Fabrication Of Pedal Operated Groundnut Shelling Machine
Groundnut Shelling Is An Essential Post-harvest Operation That Converts Dried Pods Into Marketable Kernels, But Small Farmers Commonly Depend On Hand Shelling Or Costly Powered Machines. This Study Presents The Design, Fabrication, Structur...
LABVIEW-BASED FACE RECOGNITION IN ATTENDANCE TRACKING SYSTEM
Institutional Contexts Have Long Relied On Traditional Attendance Systems That Involve Taking Attendance, Using Roll Call, Paper Sign-in Sheets, And Manual Record Keeping, Which Have All Been Seen As Inefficient. They Are Labor Intensive, S...
BuySense: A Dual-Model Approach For Purchase Viability Prediction Using Amazon Review Data
This Paper Presents The BuySense, A Machine Learning Application That Predicts Whether A Product Is Worth Purchasing Based On Amazon Review Text Data. The System Builds Two Independent Binary Classifiers—a Viability Model And A Regret Model...
ONLINE CHATBOT FOR STUDENT INFORMATION SYSTEM
The Online Chatbot For Student Information System Is An Intelligent Web-based Application Designed To Provide Quick And Automated Responses To Student Queries Related To Academic And Institutional Information. Traditional Student Support Sy...
Intelligent Virtual Interview Preparation & Skill Evaluation System
The Competitive Employment Landscape Demands Not Only Technical Proficiency From Candidates But Also Confident Communication, Composed Behavior, And Structured Articulation During Interviews. A Significant Proportion Of Job Seekers Underper...
Data Leakage Detection And Intelligent Data Preprocessing System
Data Leakage Is One Of The Most Critical Challenges In Machine Learning Systems, Leading To Unrealistic Model Performance And Poor Generalization In Real-world Applications. Leakage Occurs When Information From Outside The Training Dataset...