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. 2022 May 6;6(5):e34830. doi: 10.2196/34830

Figure 4.

Figure 4

Our results from the YOLOv5m object detection model showcase a successful initial attempt, as shown by our precision (a). Our best F1 score (b) is around 0.78 with a confidence value of about 0.4109. Any higher confidence value causes our recall (c) to suffer dramatically, which was the focus of our optimization.