I Trained a Custom Plant Detector in One Night — Here’s How COCO Failed Me and YOLO-World Saved the…

How I used a large open-vocabulary model to auto-annotate 5,000 images, fine-tuned YOLOv8n for single-class plant detection, and deployed…