diff --git a/src/armnnTfLiteParser/TfLiteParser.cpp b/src/armnnTfLiteParser/TfLiteParser.cpp
index 8b2a818..83f6950 100644
--- a/src/armnnTfLiteParser/TfLiteParser.cpp
+++ b/src/armnnTfLiteParser/TfLiteParser.cpp
@@ -588,6 +588,7 @@
 
         SetupInputLayers(subgraphIndex);
         SetupOutputLayers(subgraphIndex);
+        SetupConstantLayers(subgraphIndex);
 
         ++subgraphIndex;
     }
@@ -1742,6 +1743,39 @@
     }
 }
 
+void TfLiteParser::SetupConstantLayers(size_t subgraphIndex)
+{
+    CHECK_SUBGRAPH(m_Model, subgraphIndex);
+
+    const auto & subGraphPtr = m_Model->subgraphs[subgraphIndex];
+    for (unsigned int subgraphIndex = 0; subgraphIndex < m_SubgraphConnections.size(); ++subgraphIndex)
+    {
+        for (unsigned int tensorIndex = 0; tensorIndex < m_SubgraphConnections[subgraphIndex].size(); ++tensorIndex)
+        {
+            if (m_SubgraphConnections[subgraphIndex][tensorIndex].outputSlot == nullptr &&
+                m_SubgraphConnections[subgraphIndex][tensorIndex].inputSlots.size() > 0)
+            {
+                TensorRawPtr tensorPtr = subGraphPtr->tensors[tensorIndex].get();
+                armnn::TensorInfo tensorInfo = ToTensorInfo(tensorPtr);
+                auto tensorAndData = CreateConstTensor(tensorPtr,
+                                                       tensorInfo,
+                                                       armnn::Optional<armnn::PermutationVector&>());
+
+                std::string layerName = boost::str(boost::format("Constant:%1%") % tensorPtr->name);
+                IConnectableLayer *layer =
+                    m_Network->AddConstantLayer(tensorAndData.first, layerName.c_str());
+
+                layer->GetOutputSlot(0).SetTensorInfo(tensorInfo);
+                RegisterOutputSlots(subgraphIndex,
+                                    VIRTUAL_OPERATOR_ID,
+                                    layer,
+                                    { tensorIndex });
+
+            }
+        }
+    }
+}
+
 // example usage: BufferRawPtr bufferPtr = GetBuffer(m_Model, inputs[0]->buffer);
 TfLiteParser::BufferRawPtr TfLiteParser::GetBuffer(const ModelPtr& model, size_t bufferIndex)
 {