[HTML][HTML] Enhancing Sustainable Transportation Infrastructure Management: A High-Accuracy, FPGA-Based System for Emergency Vehicle Classification
P Mani, PRG Komarasamy, N Rajamanickam… - Sustainability, 2024 - mdpi.com
Traffic congestion is a prevalent problem in modern civilizations worldwide, affecting both
large cities and smaller communities. Emergency vehicles tend to group tightly together in …
large cities and smaller communities. Emergency vehicles tend to group tightly together in …
Real Time Classification of Vehicles Using Machine Learning Algorithm on the Extensive Dataset
Vehicle classification (VC) is a prominent research domain within image processing and
machine learning (ML) for identifying vehicle volumes and traffic rule violations. In …
machine learning (ML) for identifying vehicle volumes and traffic rule violations. In …
An Efficient Real-Time Vehicle Classification from a Complex Image Dataset Using eXtreme Gradient Boosting and the Multi-Objective Genetic Algorithm
P Mani, P Rakkiya Goundar Komarasamy… - Processes, 2024 - mdpi.com
Recent advancements in image processing and machine-learning technologies have
significantly improved vehicle monitoring and identification in road transportation systems …
significantly improved vehicle monitoring and identification in road transportation systems …
Application of an ensemble CatBoost model over complex dataset for vehicle classification
P RK, K M. AboRas, A Youssef - Plos one, 2024 - journals.plos.org
The classification of vehicles presents notable challenges within the domain of image
processing. Traditional models suffer from inefficiency, prolonged training times for datasets …
processing. Traditional models suffer from inefficiency, prolonged training times for datasets …
An Efficient Classification for Light Motor Vehicles using CatBoost Algorithm
M Pemila, RK Pongiannan, V Pandey… - 2023 Fifth …, 2023 - ieeexplore.ieee.org
This paper proclaims the application of light motor vehicles (LMV) classification employing
the unique algorithm named CatBoost (CB) algorithm to boost the accuracy in vehicle …
the unique algorithm named CatBoost (CB) algorithm to boost the accuracy in vehicle …
AI-Based Autonomous Paddy Farm using Smart and Precise Irrigation System
RK Pongiannan, R Brindha, SA Akbar… - 2023 International …, 2023 - ieeexplore.ieee.org
With the rampant growth of the global population and the increasing need for agricultural
products, farmers confront a critical hurdle of ensuring an adequate supply of water …
products, farmers confront a critical hurdle of ensuring an adequate supply of water …