Algorithm detection performance. حسب Kangning Li (6069629)

الموضوعات:

Different algorithms for bearing defect detection performance. حسب Kangning Li (6069629)

الموضوعات:

Model structure of the Small_obj algorithm. حسب Kangning Li (6069629)

الموضوعات:

Ablation study on the improved YOLOv5 algorithm. حسب Kangning Li (6069629)

الموضوعات:

Model structural of the improved YOLOv5 algorithm. حسب Kangning Li (6069629)

الموضوعات:

SimSPPF module structure. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

mAP@0.5 results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

YOLOv8n network architecture diagram. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Radar parameters. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Confusion matrix of the improved model. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Improved network structure of the YOLOv8n model. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

PANet network design. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Plot of improved model output results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

BiFPN network design. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Results of ablation experiments. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Image of the ReLU function. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Plot of baseline model output results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Comparative test results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

Recall results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"

mAP@0.5:0.95 results. حسب Mengqi Yuan (4852555)

"…However, in the multi-target detection scene, millimeter wave radar still faces some problems, such as unable to effectively distinguish multiple objects and poor performance of detection algorithm. …"