diff --git a/pcdet/models/backbones_3d/vfe/image_vfe_modules/ffn/ddn/ddn_deeplabv3.py b/pcdet/models/backbones_3d/vfe/image_vfe_modules/ffn/ddn/ddn_deeplabv3.py
new file mode 100644
index 0000000..76be8ca
--- /dev/null
+++ b/pcdet/models/backbones_3d/vfe/image_vfe_modules/ffn/ddn/ddn_deeplabv3.py
@@ -0,0 +1,24 @@
+from .ddn_template import DDNTemplate
+
+try:
+    import torchvision
+except:
+    pass
+
+
+class DDNDeepLabV3(DDNTemplate):
+
+    def __init__(self, backbone_name, **kwargs):
+        """
+        Initializes DDNDeepLabV3 model
+        Args:
+            backbone_name: string, ResNet Backbone Name [ResNet50/ResNet101]
+        """
+        if backbone_name == "ResNet50":
+            constructor = torchvision.models.segmentation.deeplabv3_resnet50
+        elif backbone_name == "ResNet101":
+            constructor = torchvision.models.segmentation.deeplabv3_resnet101
+        else:
+            raise NotImplementedError
+
+        super().__init__(constructor=constructor, **kwargs)