I am attempting to follow this to do transfer learning on cat and dog samples:
In the section “Processing Images with TensorRT” I am finding that I get much lower confidence levels on the single test images of a puma (?) and a dog on the beach. I get 50% confidence for the puma and 70% for the dog, yet I am running exactly the commands as specified in the tutorial.
Additionally, in the section “Processing all the Test Images” I get many images of cats classified as dogs to quite high confidence levels (and vice versa for dogs). About 25% of images are misclassified. :-(
What am I doing wrong?
I am concerned because if I am doing something wrong now, I will be doing something wrong later when I use my own training data. Thanks.