Acta Geodaetica et Cartographica Sinica ›› 2024, Vol. 53 ›› Issue (4): 689-699.doi: 10.11947/j.AGCS.2024.20220658
• Photogrammetry and Remote Sensing • Previous Articles Next Articles
Wei LIU1,2(), Songlin LIU1,2, Zibo GUO3, Kai LIU3, Lizhe ZHANG4
Received:
2022-11-20
Revised:
2024-01-01
Published:
2024-05-13
About author:
LIU Wei (1981—), female, associate researcher, majors in aerospace photogrammetry and remote sensing. E-mail: 1271772072@qq.com
Supported by:
CLC Number:
Wei LIU, Songlin LIU, Zibo GUO, Kai LIU, Lizhe ZHANG. Design of optical remote sensing satellite onboard processing system based on model definition[J]. Acta Geodaetica et Cartographica Sinica, 2024, 53(4): 689-699.
Tab. 2
Model structure of YOLOv3Tiny"
个数 | 类型 | 卷积核数 | 尺寸 | 输出 | 运算量(OPS) | 参数量 |
---|---|---|---|---|---|---|
5 | 卷积 | 16/32/64/128/256 | 3×3/1 | 256×256 | 889 192 448 | 397 312 |
最大池化 | 2×2/2 | 128×128 | ||||
1 | 卷积 | 512 | 3×3/1 | 8×8 | 150 994 944 | 1 179 648 |
最大池化 | 2×2/1 | 8×8 | ||||
2 | 卷积 | 1024/512 | 3×3/1 | 8×8 | 805 306 368 | 6 291 456 |
卷积 | 256/45 | 1×1/1 | 8×8 | |||
1 | 卷积 | 128 | 1×1/1 | 8×8 | 4 202 496 | 32 768 |
1 | 上采样 | ×2 | 16×16 | |||
1 | 卷积 | 384 | 3×3/1 | 16×16 | 453 050 368 | 884 736 |
1 | 卷积 | 45 | 1×1/1 | 16×16 | 33 619 968 | 65 536 |
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