tflight graph created wrongly

Question

I have the following frozen inference graph. This is for semantic segmentation using Deeplab (download graph here). I converting this graph to tflite format

tflite_convert \
  --output_file=test2.lite \
  --graph_def_file=frozen_inference_graph_3mbvoc.pb \
  --input_arrays=ImageTensor \
  --output_arrays=SemanticPredictions \
  --input_shapes=1,450,600,3 \
  --inference_input_type=QUANTIZED_UINT8 \
  --inference_type=FLOAT \
  --mean_values=128 \
  --std_dev_values=128

After conversion the graph looks as follows(download it here) My question is how do I obtain graph similar to googles graph of deeplab available (here) ? To give you a more clearer question please see below image

the graph on left is my tflite graph and the graph on right is graph of deeplab by google. How do I obtain results similar to graph on right?

Answer 1

tflite_convert \
  --output_file=test2.lite \
  --graph_def_file=frozen_inference_graph_3mbvoc.pb \
  --input_arrays=sub_2 \
  --output_arrays=ResizeBilinear_2 \
  --input_shapes=1,450,600,3 \
  --inference_input_type=QUANTIZED_UINT8 \
  --inference_type=FLOAT \
  --mean_values=128 \
  --std_dev_values=128

This solved my question