Results 31 to 40 of about 6,287 (187)

Assessing green area changes in Najran City, Saudi Arabia (2013–2022) using hybrid deep learning techniques

Open Geosciences
Advances in remote sensing technology have facilitated the assessment of land vegetation and agricultural development using satellite images. This study’s normalized difference vegetation index (NDVI) is vital in assessing vegetation coverage and ...
Ali Elham, Alshari Eman A., Shamsan Ahlam, Alqhatani Abdulmajeed, Al-Wagih Khalil, Olayah Fekry, Senan Ebrahim Mohammed, Aljubayri Mohammed   +7 more
doaj   +1 more source

MobileNetV2 Ensemble for Cervical Precancerous Lesions Classification [PDF]

Processes, 2020
Women’s cancers remain a major challenge for many health systems. Between 1991 and 2017, the death rate for all major cancers fell continuously in the United States, excluding uterine cervix and uterine corpus cancers. Together with HPV (Human Papillomavirus) testing and cytology, colposcopy has played a central role in cervical cancer screening.
Cătălin Buiu, Vlad-Rareş Dănăilă, Cristina Nicoleta Răduţă   +2 more
openaire   +1 more source

Integrating Artificial Intelligence With Droplet‐Based Microfluidics: Advances, Challenges, and Emerging Opportunities

Advanced Intelligent Systems, EarlyView.
Droplet‐based microfluidics enables precise, high‐throughput microscale reactions but continues to face challenges in scalability, reproducibility, and data complexity. This review examines how artificial intelligence enhances droplet generation, detection, sorting, and adaptive control and discusses emerging opportunities for clinical and industrial ...
Junyan Lai, Sukrit Gaira, Rongfeng Wang, Qingtian Zhang, Ming Li, Liao Wu, Diangeng Li, Yi Li, Chengchen Zhang, Jinhong Guo, Shi‐Yang Tang   +10 more
wiley   +1 more source

A Comparison of Convolutional Neural Network (CNN) and Transfer Learning MobileNetV2 Performance on Spices Images Classification

Journal of Applied Informatics and Computing
This research was conducted to analyze the performance of the CNN algorithm without transfer learning in classifying spice images and compare it with the CNN algorithm using transfer learning on the MobileNetV2 architecture.
Khoirizqi Velarati, Christy Atika Sari, Eko Hari Rachmawanto   +2 more
doaj   +1 more source

Face Mask Detection using MobileNetV2 and OpenCV

international journal of engineering technology and management sciences, 2023
Coronavirus disease (COVID-19) is an infectious disease caused by the SARS-CoV-2 virus. The best way to prevent and slow down transmission is by staying at least 2 meters apart from others and wearing a properly fitted face mask. The use of face masks is mandatory as per World Health Organization (WHO) guidelines to avert the spread of CORONA virus ...
null Karthik N S, null Shyla Raj
openaire   +1 more source

An Attention‐Assisted Machine Learning System for Deep Microorganism Image Classification

Advanced Intelligent Systems, EarlyView.
An attention‐assisted DenseNet201 framework was developed for the classification of eight microorganism classes from microscopic images. The proposed model improved classification performance and achieved an accuracy of 87.38%. Advances in microbiology and environmental health fundamentally depend on precise and timely microorganism identification ...
Yujie Li, Ailing Gao, Guoxu Liu, Chunlei Chen, Yonghui Zhang, Sunkyoung Kang, M. Khosravi   +6 more
wiley   +1 more source

Computer Vision-Based Concrete Crack Identification Using MobileNetV2 Neural Network and Adaptive Thresholding

Infrastructures
Concrete is widely used in different types of buildings and bridges; however, one of the major issues for concrete structures is crack formation and propagation during its service life. These cracks can potentially introduce harmful agents into concrete,
Li Hui, Ahmed Ibrahim, Riyadh Hindi
doaj   +1 more source

Klasifikasi Penyakit Daun Kopi Dengan Arsitektur MobileNetV2

Jurnal Ilmu Komputer dan Bisnis, 2023
Kopi adalah salah satu komoditas pertanian yang penting di Indonesia. Negara ini merupakan salah satu produsen kopi terbesar di dunia. Masalah yang dihadapi produsen kopi di Indonesia adalah serangan hama dan penyakit. Miner dan Rust adalah penyakit umum yang sering menyerang tanaman kopi.
Ahmad Shahrul Ardiansyah, Aryo Nugroho
openaire   +1 more source

Retinal Vessel Segmentation: A Comprehensive Review From Classical Methods to Deep Learning Advances (1982–2025)

Advanced Intelligent Systems, EarlyView.
Four decades of retinal vessel segmentation research (1982–2025) are synthesized, spanning classical image processing, machine learning, and deep learning paradigms. A meta‐analysis of 428 studies establishes a unified taxonomy and highlights performance trends, generalization capabilities, and clinical relevance.
Avinash Bansal, Jan Kubíček, Jana Bahrová, Alice Varyšová, Martin Augustýnek, Marek Penhaker, Juraj Timkovič   +6 more
wiley   +1 more source

Transfer Learning Analysis on Tuberculosis Classification Using MobileNetV2 Architecture Based on Chest X-Ray Images

Journal of Applied Informatics and Computing
Tuberculosis(TBC) remains a major global health issue, with millions of new cases reported annually. Early and accurate diagnosis is essential, but manual interpretation of chest X-ray(CXR) images is limited by subjectivity and resource constrains.
Ali Samsul Latupono, Majid Rahardi
doaj   +1 more source