tensorflow for poets: “The name 'import/input' refers to an Operation not in the graph.”

Question

I was following the codelabs tensorflow for poets and the training worked fine but when I runned the script to evaluate a image:

python -m scripts.label_imag         


        

Answer 1

Setting input layer to Mul works for me. However, it seems to be ignoring my input size settings and doesn't do any magic to resize the image to 299x299 which I guess Mul is expecting. I did this:

set INPUT_WIDTH=194 
set INPUT_HEIGHT=141 
set INPUT_LAYER=Mul 
python -m scripts.label_image --image=%IMAGE% --input_height=%INPUT_HEIGHT% \
--input_width=%INPUT_WIDTH% --graph=%GRAPH% \
--input_layer=%INPUT_LAYER% --output_layer=final_result

and got this:

ValueError: Cannot feed value of shape (1, 141, 194, 3) 
for Tensor 'import/Mul:0', which has shape '(1, 299, 299, 3)'

And ohhh, looking at the code, input_width and input_height are what to normalize to, not to normalize from. So it's all good. Also I needed to add my labels.