Yeah, the author of this article likely just followed these TensorFlow tutorials. You don't even have to touch code.

Follow this to retrain the Inception network: https://www.tensorflow.org/tutorials/image_retraining

Follow this to run an image through your model for classification: https://www.tensorflow.org/tutorials/image_recognition