S. Pchelintseva

Comparative Analysis of YOLOv8 and Faster R-CNN for Real-Time Visual Anomaly Detection

Automated anomaly detection in video streams is essential for industrial process monitoring, security surveillance, and quality control systems. This paper presents a systematic comparative analysis of two state-of-the-art deep learning object detectors, YOLOv8 and Faster R-CNN, applied to the task of visual anomaly de...