diff --git a/ppocr/modeling/backbones/det_mobilenet_v3.py b/ppocr/modeling/backbones/det_mobilenet_v3.py
index 508f2bbf2d73216fc35a2d906f94731707a25736..0b1f5dc0cb107d9f6f646c8449d4886d4f63c4f6 100755
--- a/ppocr/modeling/backbones/det_mobilenet_v3.py
+++ b/ppocr/modeling/backbones/det_mobilenet_v3.py
@@ -32,6 +32,7 @@ class MobileNetV3():
         """
         self.scale = params['scale']
         model_name = params['model_name']
+        self.model_name = model_name
         self.inplanes = 16
         if model_name == "large":
             self.cfg = [
@@ -80,7 +81,7 @@ class MobileNetV3():
             "supported scale are {} but input scale is {}".format(supported_scale, self.scale)
 
         self.disable_se = params.get('disable_se', False)
-        
+
     def __call__(self, input):
         scale = self.scale
         inplanes = self.inplanes
@@ -102,7 +103,8 @@ class MobileNetV3():
         inplanes = self.make_divisible(inplanes * scale)
         outs = []
         for layer_cfg in cfg:
-            if layer_cfg[5] == 2 and i > 2:
+            start_idx = 2 if self.model_name == 'large' else 0
+            if layer_cfg[5] == 2 and i > start_idx:
                 outs.append(conv)
             conv = self.residual_unit(
                 input=conv,