Automatic fruits freshness classification using CNN and transfer learning

U Amin, MI Shahzad, A Shahzad, M Shahzad, U Khan… - Applied Sciences, 2023 - mdpi.com
Fruit Freshness categorization is crucial in the agriculture industry. A system, which precisely
assess the fruits' freshness, is required to save labor costs related to tossing out rotten fruits …

Enhanced detection and recognition system for vehicles and drivers using multi-scale retinex guided filter and machine learning

Z Mahmood, K Khan, M Shahzad, A Fayyaz… - Multimedia Tools and …, 2024 - Springer
Accurate vehicle detection plays a vital role in intelligent transportation systems. Various day
conditions, for instance, dawn, morning, noon, or non-uniform illuminations put restrictions …

Detection Of Vehicle Type And License Plate With Convolutional Neural Network Model Yolov7

S Suhartono, SG Zain, A Ardilla - Jurnal Teknik Informatika …, 2024 - jutif.if.unsoed.ac.id
This research was conducted in response to issues related to the efficiency and
effectiveness of vehicle type and license plate detection. The increasingly congested traffic …

Evaluating Factors Shaping Real-Time Internet-of-Things-Based License Plate Recognition Using Single-Board Computer Technology

P Netinant, S Phonsawang, M Rukhiran - Technologies, 2024 - mdpi.com
Reliable and cost-efficient license plate recognition (LPR) systems enhance security, traffic
management, and automated toll collection in real-world applications. This study addresses …

Architectural Framework to Enhance Image-Based Vehicle Positioning for Advanced Functionalities

IA Beti, PC Herghelegiu, CF Caruntu - Information, 2024 - mdpi.com
The growing number of vehicles on the roads has resulted in several challenges, including
increased accident rates, fuel consumption, pollution, travel time, and driving stress …

EAND-LPRM: Enhanced Attention Network and Decoding for Efficient License Plate Recognition under Complex Conditions

S Chen, Z Li, X Du, Q Nie - Algorithms, 2024 - mdpi.com
With the rapid advancement of urban intelligence, there is an increasingly urgent demand
for technological innovation in traffic management. License plate recognition technology can …

A novel method for indian vehicle registration number plate detection and recognition using CNN

V Pandey, S Choubey, J Patra, S Mall… - Journal of Intelligent …, 2024 - content.iospress.com
Automated reading of license plate and its detection is a crucial component of the competent
transportation system. Toll payment and parking management e-payment systems may …

A Robust License Plate Detection System Using Smart Device

MDBM Azhar, KOM Goh, LC Yee, T Connie - JOIV: International Journal on …, 2024 - joiv.org
The license plate recognition (LPR) system is widely employed in various applications.
However, most research studies have used a fixed camera rather than a moving one. This is …

License Plate Recognition on Low-Cost Devices

J Prinosil, P Kriz - 2023 15th International Congress on Ultra …, 2023 - ieeexplore.ieee.org
This paper presents a comprehensive approach to vehicle license plate recognition running
on low-cost devices. Leveraging convolutional neural networks, we evaluate models like …

[PDF][PDF] A Robust License Plate Detection and Recognition Framework for Arabic Plates with Severe Tilt Angles.

K Hefnawy, A Lila, E Hemayed… - International Journal of …, 2024 - researchgate.net
This paper addresses the challenge of accurately detecting and recognizing Arabic license
plates, particularly those subjected to severe tilt angles. It presents a robust license plate …