Yes, you can use Tensorflow and Google's "inception" image recognition model to do this. The model by default is trained on the Imagenet database of images/categories, but Tensorflow allows you to retrain the last layer of the model on your own images to produce your own categorisation. Since you are only retraining the last layer of the model, you can easily do it within about 20 minutes on a laptop. See the tutorial here: https://www.tensorflow.org/tutorials/image_retraining