diff --git a/models.py b/models.py
index 04224ac0..1d9dae0e 100755
--- a/models.py
+++ b/models.py
@@ -34,7 +34,7 @@ def create_modules(module_defs, img_size, arc):
                                                    groups=mdef['groups'] if 'groups' in mdef else 1,
                                                    bias=not bn))
             if bn:
-                modules.add_module('BatchNorm2d', nn.BatchNorm2d(filters, momentum=0.1))
+                modules.add_module('BatchNorm2d', nn.BatchNorm2d(filters, momentum=0.003, eps=1E-4))
             else:
                 routs.append(i)  # detection output (goes into yolo layer)