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Rename config.json to config.yaml

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  1. config.json +0 -1
  2. config.yaml +48 -0
config.json DELETED
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- {"input_size": 640, "task": "object-detection", "best_ap50": 0.648}
 
 
config.yaml ADDED
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+ # YOLOv5 🚀 by Ultralytics, AGPL-3.0 license
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+
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+ # Parameters
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+ nc: 3 # 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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+ - [10,13, 16,30, 33,23] # P3/8
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+ - [30,61, 62,45, 59,119] # P4/16
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+ - [116,90, 156,198, 373,326] # P5/32
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+
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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, [1024, 3, 2]], # 7-P5/32
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+ [-1, 3, C3, [1024]],
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+ [-1, 1, SPPF, [1024, 5]], # 9
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+ ]
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+
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+ # YOLOv5 v6.0 head
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+ head:
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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]], # 13
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+
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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]], # 17 (P3/8-small)
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+
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+ [-1, 1, Conv, [256, 3, 2]],
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+ [[-1, 14], 1, Concat, [1]], # cat head P4
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+ [-1, 3, C3, [512, False]], # 20 (P4/16-medium)
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+
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+ [-1, 1, Conv, [512, 3, 2]],
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+ [[-1, 10], 1, Concat, [1]], # cat head P5
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+ [-1, 3, C3, [1024, False]], # 23 (P5/32-large)
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+
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+ [[17, 20, 23], 1, Detect, [nc, anchors]], # Detect(P3, P4, P5)
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+ ]