Changchun Li

Jul 29, 2023 | mdpi.com | Xiaopeng Meng |Changchun Li |Jingbo Li |Xinyan Li

4. DiscussionThis paper proposed the YOLOv7-MA algorithm and trained it on the publicly available GWHD with data augmentation. The training dataset was large and diverse, and the proposed algorithm demonstrated good performance in terms of [email protected], precision, recall, and F1-score. Meanwhile, there was a strong correlation between the predicted wheat head count and the manual counting results.