Issue with image classification tutorial and testing with deepstream-app

[Morganh]

To narrow down, you can try to run standalone python script to do inference against the trt engine.
Reference: Inferring resnet18 classification etlt model with python - #41 by Morganh
Per my test result, it can get the same result as tlt-infer.