Najib Hassan Adamu

Comparing the Performance of Convolutional Neural Networks and Vision Transformers in Object Detection: A Review

Najib Hassan Adamu & Anas Tukur Balarabe · Asian Journal of Research in Computer Science · 2025

This review studies the evolution of object detection methodologies, from traditional to modern deep learning techniques, including CNNs (Convolutional Neural Networks), YOLO (You Only Look Once) variants (v1–v8), and ViTs (Vision Transformers). A systematic analysis of 49 studie...

Open access Research Article 10.9734/ajrcos/2025/v18i12798

Convolutional Neural Networks and VGG16 Models in Object Detection

Anas Tukur Balarabe, Najib Hassan Adamu, Mahmood Umar, Abdulrashid Sani & Hauwau Ibrahim Binji · Asian Journal of Research in Computer Science · 2026

Despite the growing need for object-detection systems, companies, governments, industries, and organisations face significant challenges in implementing them to address real-world problems. Object detection supports applications ranging from quality control and inventory manageme...

Open access Research Article 10.9734/ajrcos/2026/v19i8894