IEEE

A Comprehensive Review of YOLO Object Detection Models Across Diverse Domains: Evolution, Adaptations, and Performance Benchmarks

Abstract: Object detection is a core computer vision problem that requires real-time performance as an indispensable companion of accuracy. The YOLO family (You Only Look Once) has gained popularity ...
IEEE

Deep Learning-Based Coconut Ripeness Classification and Yield Estimation using YOLO and Kalman Filtering

Abstract: Accurate detection and classification of coconuts according to their ripeness stages are essential for optimizing agricultural harvesting practices, reducing manual labor, and increasing ...