Crop Type and Phenological Stage Detection

An end-to-end deep learning framework that detects four growth stages (seed, bud, flower, harvestable fruit) of okra, pepper, and eggplant plants, with a new labeled dataset collected from agricultural fields in Muğla.

Technologies: Python, OpenCV, YOLO, Faster R-CNN, RT-DETR-L, PyTorch, Image Processing

Published in IEEE Access: doi.org/10.1109/ACCESS.2026.3707086