Image-based pothole detection using multi-scale feature network and risk assessment

DH Heo, JY Choi, SB Kim, TO Tak, SP Zhang - Electronics, 2023 - mdpi.com
Potholes on road surfaces pose a serious hazard to vehicles and passengers due to the
difficulty detecting them and the short response time. Therefore, many government agencies …

Low-power deep learning model for plant disease detection for smart-hydroponics using knowledge distillation techniques

A Musa, M Hassan, M Hamada, F Aliyu - Journal of Low Power …, 2022 - mdpi.com
Recent advances in computing allows researchers to propose the automation of hydroponic
systems to boost efficiency and reduce manpower demands, hence increasing agricultural …

[HTML][HTML] Leveraging Crowdsourcing for Mapping Mobility Restrictions in Data-Limited Regions

H Aburas, I Shahrour, M Sadek - Smart Cities, 2024 - mdpi.com
Highlights What are the main findings? Developed a novel methodology for real-time
mapping of mobility restrictions using spatial crowdsourcing and Telegram in data-limited …

Lightweight Deep Learning Models For Edge Devices—A Survey

A Musa, HA Kakudi, M Hassan… - … Journal of Computer …, 2025 - cspub-ijcisim.org
As edge computing gains attention across various domains, the demand for lightweight
deep learning models capable of running efffciently on resource-constrained edge devices …

Learning from Small Datasets: An Efficient Deep Learning Model for Covid-19 Detection from Chest X-ray Using Dataset Distillation Technique

A Musa, FM Adam, U Ibrahim… - 2022 IEEE Nigeria 4th …, 2022 - ieeexplore.ieee.org
Ever since the spread of the Coronavirus pandemic popularly known as Covid-19,
researchers have dwelled in finding ways to curtail the spread of this disease. The disease …

A Lightweight CNN-Based Pothole Detection Model for Embedded Systems Using Knowledge Distillation

A Musa, M Hassan, M Hamada… - New Trends in …, 2022 - ebooks.iospress.nl
Recent breakthroughs in computer vision have led to the invention of several intelligent
systems in different sectors. In transportation, this advancement led to the possibility of …

Pothole Detection and Enhanced Road Safety Using Machine Learning

D Jyothirmai, NS Karthikeya… - … on Electronics and …, 2024 - ieeexplore.ieee.org
The “Pothole Alert and Detection” system integrates with live Google Maps, offering real-time
pothole detection. When a pothole is detected, it sends email reports for prompt …

Smart and resilient mobility under restrictions: application to the palestinian territories

H Aburas - 2023 - theses.hal.science
This thesis aims at developing a smart mobility solution to enhance the travel experience of
individuals facing mobility restrictions due to the occupation in Palestine, West Bank. The …

[PDF][PDF] A Lightweight CNN Based Pothole Detection Model for Embedded Systems Using Knowledge Distillation

MH Aminu MUSAa, M HAMADA, H ADAMU - researchgate.net
Recent advances in computer vision have led to the invention of several intelligent systems
in different sectors. In transportation, this advancement led to the possibility of proposing …

[引用][C] Computer vision for asphalt cracks detction using YOLOv5

KS Anigbogu, SO Audu-war… - International …, 2023 - International Journal of Science and …