Research on intelligent identification of microscopic substances in shale scanning electron microscope images based on deep learning theory

In this study, confusion matrix, precision, recall, F1-Score, mAP50 and mAP50-95 were selected as the key indicators to evaluate the performance of the improved Yolov8 object detection model. They can comprehensively reflect the performance of…