What would you consider the best resource for learning how to do this in Python? I have a smaller set of image data where I'd like to identify the components of (i.e. 'house', 'car', etc.).
Watch the very first 1 or 2 videos from http://fast.ai . They show how to do this in about seven lines of python and five minutes worth of model training.