diff --git a/ConversionUtils.hpp b/ConversionUtils.hpp
index 1538133..8313d04 100644
--- a/ConversionUtils.hpp
+++ b/ConversionUtils.hpp
@@ -3599,6 +3599,26 @@
         return false;
     }
 
+    // Check if slice can fit in a inferred output
+    armnn::TensorShape inputShape = inputInfo.GetShape();
+    for (unsigned int i = 0; i < inputShape.GetNumDimensions(); i++)
+    {
+        int stride = descriptor.m_Stride[i];
+        int start  = descriptor.GetStartForAxis(inputShape, i);
+        int stop   = descriptor.GetStopForAxis(inputShape, i, start);
+
+        if (descriptor.m_ShrinkAxisMask & (1 << i))
+        {
+            // If the difference between the start point and the end point of the slice on an axis being shrunk
+            // is greater than 1 then throw an error as the output will not be large enough to hold the slice
+            if (((descriptor.m_Begin[i] - descriptor.m_End[i]) > 1)
+                               || ((descriptor.m_Begin[i] - descriptor.m_End[i]) < -1))
+            {
+                return Fail("%s: StridedSlice: Output will not be large enough to hold the slice", __func__);
+            }
+        }
+    }
+
     armnn::IConnectableLayer* const layer = data.m_Network->AddStridedSliceLayer(descriptor);
     assert(layer != nullptr);
     input.Connect(layer->GetInputSlot(0));