style(rename): update models/yolo5face/cfgs/

zjykzj · Jul 7, 2024 · c3c0c51 · c3c0c51
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diff --git a/models/yolo5face/cfgs/yolov5s_face.yaml b/models/yolo5face/cfgs/yolov5s_face.yaml
@@ -1,47 +1,48 @@
-# parameters
-nc: 1  # number of classes
-depth_multiple: 0.33  # model depth multiple
-width_multiple: 0.5  # layer channel multiple
+# YOLOv5 🚀 by Ultralytics, GPL-3.0 license
 
-# anchors
+# Parameters
+nc: 80  # number of classes
+depth_multiple: 0.33  # model depth multiple
+width_multiple: 0.50  # layer channel multiple
 anchors:
-  - [ 4,5,  8,10,  13,16 ]  # P3/8
-  - [ 23,29,  43,55,  73,105 ]  # P4/16
-  - [ 146,217,  231,300,  335,433 ]  # P5/32
+  - [10,13, 16,30, 33,23]  # P3/8
+  - [30,61, 62,45, 59,119]  # P4/16
+  - [116,90, 156,198, 373,326]  # P5/32
 
-# YOLOv5 backbone
+# YOLOv5 v6.0 backbone
 backbone:
   # [from, number, module, args]
-  [ [ -1, 1, StemBlock, [ 64, 3, 2 ] ],  # 0-P1/2
-    [ -1, 3, C3, [ 128 ] ],
-    [ -1, 1, Conv, [ 256, 3, 2 ] ],      # 2-P3/8
-    [ -1, 9, C3, [ 256 ] ],
-    [ -1, 1, Conv, [ 512, 3, 2 ] ],      # 4-P4/16
-    [ -1, 9, C3, [ 512 ] ],
-    [ -1, 1, Conv, [ 1024, 3, 2 ] ],     # 6-P5/32
-    [ -1, 1, SPP, [ 1024, [ 3,5,7 ] ] ],
-    [ -1, 3, C3, [ 1024, False ] ],      # 8
+  [[-1, 1, Conv, [64, 6, 2, 2]],  # 0-P1/2
+   [-1, 1, Conv, [128, 3, 2]],  # 1-P2/4
+   [-1, 3, C3, [128]],
+   [-1, 1, Conv, [256, 3, 2]],  # 3-P3/8
+   [-1, 6, C3, [256]],
+   [-1, 1, Conv, [512, 3, 2]],  # 5-P4/16
+   [-1, 9, C3, [512]],
+   [-1, 1, Conv, [1024, 3, 2]],  # 7-P5/32
+   [-1, 3, C3, [1024]],
+   [-1, 1, SPPF, [1024, 5]],  # 9
   ]
 
-# YOLOv5 head
+# YOLOv5 v6.0 head
 head:
-  [ [ -1, 1, Conv, [ 512, 1, 1 ] ],
-    [ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
-    [ [ -1, 5 ], 1, Concat, [ 1 ] ],  # cat backbone P4
-    [ -1, 3, C3, [ 512, False ] ],  # 12
+  [[-1, 1, Conv, [512, 1, 1]],
+   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
+   [[-1, 6], 1, Concat, [1]],  # cat backbone P4
+   [-1, 3, C3, [512, False]],  # 13
 
-    [ -1, 1, Conv, [ 256, 1, 1 ] ],
-    [ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
-    [ [ -1, 3 ], 1, Concat, [ 1 ] ],  # cat backbone P3
-    [ -1, 3, C3, [ 256, False ] ],  # 16 (P3/8-small)
+   [-1, 1, Conv, [256, 1, 1]],
+   [-1, 1, nn.Upsample, [None, 2, 'nearest']],
+   [[-1, 4], 1, Concat, [1]],  # cat backbone P3
+   [-1, 3, C3, [256, False]],  # 17 (P3/8-small)
 
-    [ -1, 1, Conv, [ 256, 3, 2 ] ],
-    [ [ -1, 13 ], 1, Concat, [ 1 ] ],  # cat head P4
-    [ -1, 3, C3, [ 512, False ] ],  # 19 (P4/16-medium)
+   [-1, 1, Conv, [256, 3, 2]],
+   [[-1, 14], 1, Concat, [1]],  # cat head P4
+   [-1, 3, C3, [512, False]],  # 20 (P4/16-medium)
 
-    [ -1, 1, Conv, [ 512, 3, 2 ] ],
-    [ [ -1, 9 ], 1, Concat, [ 1 ] ],  # cat head P5
-    [ -1, 3, C3, [ 1024, False ] ],  # 22 (P5/32-large)
+   [-1, 1, Conv, [512, 3, 2]],
+   [[-1, 10], 1, Concat, [1]],  # cat head P5
+   [-1, 3, C3, [1024, False]],  # 23 (P5/32-large)
 
-    [ [ 16, 19, 22 ], 1, FaceDetect, [ nc, anchors ] ],  # Detect(P3, P4, P5)
+   [[17, 20, 23], 1, FaceDetect, [nc, anchors]],  # Detect(P3, P4, P5)
   ]
diff --git a/models/yolo5face/cfgs/yolov5s_face_v7_0.yaml b/models/yolo5face/cfgs/yolov5s_face_v7_0.yaml
diff --git a/models/yolo5face/cfgs/yolov5s_face_yolov5-face.yaml b/models/yolo5face/cfgs/yolov5s_face_yolov5-face.yaml
@@ -0,0 +1,47 @@
+# parameters
+nc: 1  # number of classes
+depth_multiple: 0.33  # model depth multiple
+width_multiple: 0.5  # layer channel multiple
+
+# anchors
+anchors:
+  - [ 4,5,  8,10,  13,16 ]  # P3/8
+  - [ 23,29,  43,55,  73,105 ]  # P4/16
+  - [ 146,217,  231,300,  335,433 ]  # P5/32
+
+# YOLOv5 backbone
+backbone:
+  # [from, number, module, args]
+  [ [ -1, 1, StemBlock, [ 64, 3, 2 ] ],  # 0-P1/2
+    [ -1, 3, C3, [ 128 ] ],
+    [ -1, 1, Conv, [ 256, 3, 2 ] ],      # 2-P3/8
+    [ -1, 9, C3, [ 256 ] ],
+    [ -1, 1, Conv, [ 512, 3, 2 ] ],      # 4-P4/16
+    [ -1, 9, C3, [ 512 ] ],
+    [ -1, 1, Conv, [ 1024, 3, 2 ] ],     # 6-P5/32
+    [ -1, 1, SPP, [ 1024, [ 3,5,7 ] ] ],
+    [ -1, 3, C3, [ 1024, False ] ],      # 8
+  ]
+
+# YOLOv5 head
+head:
+  [ [ -1, 1, Conv, [ 512, 1, 1 ] ],
+    [ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
+    [ [ -1, 5 ], 1, Concat, [ 1 ] ],  # cat backbone P4
+    [ -1, 3, C3, [ 512, False ] ],  # 12
+
+    [ -1, 1, Conv, [ 256, 1, 1 ] ],
+    [ -1, 1, nn.Upsample, [ None, 2, 'nearest' ] ],
+    [ [ -1, 3 ], 1, Concat, [ 1 ] ],  # cat backbone P3
+    [ -1, 3, C3, [ 256, False ] ],  # 16 (P3/8-small)
+
+    [ -1, 1, Conv, [ 256, 3, 2 ] ],
+    [ [ -1, 13 ], 1, Concat, [ 1 ] ],  # cat head P4
+    [ -1, 3, C3, [ 512, False ] ],  # 19 (P4/16-medium)
+
+    [ -1, 1, Conv, [ 512, 3, 2 ] ],
+    [ [ -1, 9 ], 1, Concat, [ 1 ] ],  # cat head P5
+    [ -1, 3, C3, [ 1024, False ] ],  # 22 (P5/32-large)
+
+    [ [ 16, 19, 22 ], 1, FaceDetect, [ nc, anchors ] ],  # Detect(P3, P4, P5)
+  ]