The TensorFlow team introduced TF-Slim last year as a kind of response to Keras and TF Learn, but it never seemed like it was quite as well supported as the outside libraries. Then TF team announced they are going to fold Keras into TensorFlow, so I am not sure what the future of TF-Slim will be.