Optimized real-time parking management framework using deep learning

S Rafique, S Gul, K Jan, GM Khan - Expert Systems with Applications, 2023 - Elsevier
Today's modern world has seen massive population growth in the past few decades,
causing the automobile industry to expand rapidly. The exponential increase has disrupted …

Optimizing Parking Space Classification: Distilling Ensembles into Lightweight Classifiers

PL Alves, A Hochuli, LE de Oliveira… - arxiv preprint arxiv …, 2024 - arxiv.org
When deploying large-scale machine learning models for smart city applications, such as
image-based parking lot monitoring, data often must be sent to a central server to perform …

Deep Single Models vs. Ensembles: Insights for a Fast Deployment of Parking Monitoring Systems

AG Hochuli, JP Barddal, GC Palhano… - 2023 International …, 2023 - ieeexplore.ieee.org
Searching for available parking spots in high-density urban centers is a stressful task for
drivers that can be mitigated by systems that know in advance the nearest parking space …

[PDF][PDF] PAULO MATEUS LUZA ALVES

DCEMM LEVES, C PR - inf.ufpr.br
Quando implementamos modelos de Aprendizado de Máquina em larga escala para suprir
as necessidades de aplicações de cidades inteligentes, como o monitoramento de vagas …