Many comments here are sharing their results from using the examples. It's important to keep in mind the examples are trained on datasets that may or may not include data on the examples you are uploading, which means random images or words not included in the training data sets will likely return bad results.

Please keep this in mind when judging the quality of the library....the data you use to train the model affects the quality of your results.