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GitHub Repository: hukaixuan19970627/yolov5_obb
 Path: blob/master/models/hub/yolov5x6.yaml
Views: 475
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# YOLOv5 🚀 by Ultralytics, GPL-3.0 license

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# Parameters

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nc: 80  # number of classes

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depth_multiple: 1.33  # model depth multiple

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width_multiple: 1.25  # layer channel multiple

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anchors:

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  - [19,27,  44,40,  38,94]  # P3/8

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  - [96,68,  86,152,  180,137]  # P4/16

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  - [140,301,  303,264,  238,542]  # P5/32

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  - [436,615,  739,380,  925,792]  # P6/64

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# YOLOv5 v6.0 backbone

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backbone:

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  # [from, number, module, args]

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  [[-1, 1, Conv, [64, 6, 2, 2]],  # 0-P1/2

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   [-1, 1, Conv, [128, 3, 2]],  # 1-P2/4

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   [-1, 3, C3, [128]],

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   [-1, 1, Conv, [256, 3, 2]],  # 3-P3/8

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   [-1, 6, C3, [256]],

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   [-1, 1, Conv, [512, 3, 2]],  # 5-P4/16

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   [-1, 9, C3, [512]],

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   [-1, 1, Conv, [768, 3, 2]],  # 7-P5/32

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   [-1, 3, C3, [768]],

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   [-1, 1, Conv, [1024, 3, 2]],  # 9-P6/64

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   [-1, 3, C3, [1024]],

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   [-1, 1, SPPF, [1024, 5]],  # 11

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  ]

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# YOLOv5 v6.0 head

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head:

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  [[-1, 1, Conv, [768, 1, 1]],

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   [-1, 1, nn.Upsample, [None, 2, 'nearest']],

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   [[-1, 8], 1, Concat, [1]],  # cat backbone P5

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   [-1, 3, C3, [768, False]],  # 15

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   [-1, 1, Conv, [512, 1, 1]],

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   [-1, 1, nn.Upsample, [None, 2, 'nearest']],

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   [[-1, 6], 1, Concat, [1]],  # cat backbone P4

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   [-1, 3, C3, [512, False]],  # 19

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   [-1, 1, Conv, [256, 1, 1]],

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   [-1, 1, nn.Upsample, [None, 2, 'nearest']],

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   [[-1, 4], 1, Concat, [1]],  # cat backbone P3

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   [-1, 3, C3, [256, False]],  # 23 (P3/8-small)

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   [-1, 1, Conv, [256, 3, 2]],

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   [[-1, 20], 1, Concat, [1]],  # cat head P4

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   [-1, 3, C3, [512, False]],  # 26 (P4/16-medium)

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   [-1, 1, Conv, [512, 3, 2]],

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   [[-1, 16], 1, Concat, [1]],  # cat head P5

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   [-1, 3, C3, [768, False]],  # 29 (P5/32-large)

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   [-1, 1, Conv, [768, 3, 2]],

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   [[-1, 12], 1, Concat, [1]],  # cat head P6

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   [-1, 3, C3, [1024, False]],  # 32 (P6/64-xlarge)

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   [[23, 26, 29, 32], 1, Detect, [nc, anchors]],  # Detect(P3, P4, P5, P6)

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  ]

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