Figure 3.
Determination of mice behavior type with pretrained YOLO-Pose-v11. (A) Composite frames approach for mice behavior scoring. (B) Loss curve of YOLO-Pose-v11 during training epochs. (C) Loss curve of YOLO-Pose-v11 during validation epochs for parameters fitting. (D) Accuracy of pretrained YOLO-Pose-v11 at identification mice behavior type. (E) Confusion matrix of pretrained YOLO-Pose-v11 at estimation of behavior. (F) Illustrative composite frames composition for distinct types of behavior as running, sitting and grooming, respectively.
