Ilkay Cınar

Hybrid Deep Feature Extraction and Ensemble Machine Learning for Potato Leaf Disease Classification in Uncontrolled Field Conditions

Early and accurate diagnosis of potato leaf diseases is critical for preventing yield losses under real field conditions. This study proposes a hybrid deep feature–based machine learning framework that combines transfer learning and ensemble classifiers to automatically identify seven potato leaf disease classes from i...

Prompt robustness, fine-tuning, and Generalization in open-vocabulary object detection: a comparative study of YOLO-World, YOLO-World v2 and YOLOE