fixed docstrings

ultralytics/nn/modules/head.py

@@ -592,32 +592,28 @@ class v10Detect(Detect):
 
 class v11Detect(Detect):
     """
-    v10 Detection head from https://arxiv.org/pdf/2405.14458.
+    v11 Detection head
 
     Args:
         nc (int): Number of classes.
         ch (tuple): Tuple of channel sizes.
 
-    Attributes:
-        max_det (int): Maximum number of detections.
-
     Methods:
-        __init__(self, nc=80, ch=()): Initializes the v10Detect object.
-        forward(self, x): Performs forward pass of the v10Detect module.
+        __init__(self, nc=80, ch=()): Initializes the v11Detect object.
+        forward(self, x): Performs forward pass of the v11Detect module.
         bias_init(self): Initializes biases of the Detect module.
 
     """
 
     def __init__(self, nc=80, ch=()):
-        """Initializes the v10Detect object with the specified number of classes and input channels."""
+        """Initializes the v11Detect object with the specified number of classes and input channels."""
         super().__init__(nc, ch)
         c3 = max(ch[0], min(self.nc, 100))  # channels
-        # Light cls head
         self.cv3 = nn.ModuleList(
-            nn.Sequential(
-                nn.Sequential(DWConv(x, x, 3), Conv(x, c3, 1)),
-                nn.Sequential(DWConv(c3, c3, 3), Conv(c3, c3, 1)),
-                nn.Conv2d(c3, self.nc, 1),
+                nn.Sequential(
+                    nn.Sequential(DWConv(x, x, 3), Conv(x, c3, 1)),
+                    nn.Sequential(DWConv(c3, c3, 3), Conv(c3, c3, 1)),
+                    nn.Conv2d(c3, self.nc, 1),
+                )
+                for x in ch
             )
-            for x in ch
-        )