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. 2025 Feb 21;11:e2718. doi: 10.7717/peerj-cs.2718

Figure 5. Test/loss and train/loss results (A) ResNet64 (B) YOLOv5 (C) YOLOv8.

Figure 5

The training loss of the YOLOv5 model shows an upward graph, while this loss gradually approaches 0 in the ResNet64 and YOLOv8 models. This metric measures how far the predictions are from the actual values.