Hongjian FU, Hongyang BAI, Hongwei GUO, Yuman YUAN, Weiwei QIN. Object Detection Method of Optical Remote Sensing Image with Multi-attention Mechanism[J]. Acta Photonica Sinica, 2022, 51(12): 1210003
- Acta Photonica Sinica
- Vol. 51, Issue 12, 1210003 (2022)
Fig. 1. Schematic diagram of MA-YOLOv5 network structure
Fig. 2. Schematic diagram of ARFCA module（3 channels）
Fig. 3. Schematic of the Swin transformer module
Fig. 4. The loss value of MA-YOLOV5 network during training and validation
Fig. 5. mAP values for each category of targets
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Table 1. Detection accuracy and speed of ARFCA with different branch numbers
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Table 2. The performance of different networks on the test set
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