Yes, it’s probably due to -model-input-name. You’ll need to take a look at the proto itself to find out the name of the external input that is the image itself, which is the input to the first operator of the model. In most of our image classification models, this is data or gpu_0/data. You can see some examples in our image classifier run script here.