Two questions:
1) Does anyone know if I can add new image classes to the pre-trained Inception-v3 model? For example, I wanted to train TensorFlow on a multitude of national flags, but I need to make sure that I can still recognize the images from the ImageNet hierarchy. I realize that there is a way to wipe the top layer of Inception and completely retrain the model on my classes, but this very limiting and time consuming.
2) Also, is there a way to output the entire hierarchy containing the tag that the image receives? I wish to be able to not only see specifically what Inception tags the image as, but I want to see all of the more broad 'synsets' from ImageNet. For example, instead of just seeing the output "toy poodle", I am interested in "Animal/Domesticated Animal/Dog/Poodle/toy poodle".
Any responses are greatly appreciated.