Based on the YOLOv3 model, this paper proposes a YOLO-ResNet model for rebar detection. YOLO-ResNet model is based on ResNet-18 (Residual Network 18), retains the first four downsamplings, and adds ...

Figure 4 illustrates how a building block works in ResNet. A quick connection mechanism between each initial input X and the module output H (X) is introduced, so that the input can learn the residual ...