4 citations · 5 across the 3 of their papers we have counts for
3 papers · 1 filter
YOLO26 vs. YOLOv8: A Comprehensive Architectural Benchmark of Next-Generation Real-Time Object Detection Models
Chidera G. Oguine, Kanyifeechukwu J. Oguine, Obiozor M. Oguine +1
This paper presents a rigorous empirical evaluation of Ultralytics YOLO26 against the YOLOv8 baseline, offering an independent real-world stress test of NMS-free architectures on n…
From Generalization to Precision: Exploring SAM for Tool Segmentation in Surgical Environments
Kanyifeechukwu J. Oguine, Roger D. Soberanis-Mukul, Nathan Drenkow +1
Purpose: Accurate tool segmentation is essential in computer-aided procedures. However, this task conveys challenges due to artifacts' presence and the limited training data in med…
YOLO v3: Visual and Real-Time Object Detection Model for Smart Surveillance Systems(3s)
Kanyifeechukwu Jane Oguine, Ozioma Collins Oguine, Hashim Ibrahim Bisallah
Can we see it all? Do we know it All? These are questions thrown to human beings in our contemporary society to evaluate our tendency to solve problems. Recent studies have explore…