Fig. 1. EAFENet structure

Fig. 2. EAFENet FPN model

Fig. 3. Schematic diagram of CBAM

Fig. 4. Schematic diagram of EL-CB

Fig. 5. Inception NeXt module

Fig. 6. GE-FPN model

Fig. 7. Comparison of real detection effects between YOLOv7 and EAFENet. (a) Real values; (b) YOLOv7 detection results; (c) EAFENet detection results

Fig. 8. Comparison of detection effects by different algorithms. (a) SSD; (b) Faster R-CNN; (c) CenterNet; (d) EAFENet

Fig. 9. Comparison of loss for EAFENet and YOLOv7

Fig. 10. Comparison of mAP0.5 for EAFENet and YOLOv7

Fig. 11. Comparison of mAP0.50∶0.95 for EAFENet and YOLOv7