This is an implementation of the toy problem presented in giant_neural_network's series. After viewing his introduction to the solution process, I attempted to solve the flower prediction with TensorFlow.
giant_neural_network
https://www.youtube.com/channel/UCrBzGHKmGDcwLFnQGHJ3XYg
Beginner Introduction to Neural Networks
https://www.youtube.com/playlist?list=PLxt59R_fWVzT9bDxA76AHm3ig0Gg9S3So
TensorFlow documentation https://www.tensorflow.org/api_docs/python/tf
Keras Documentation http://faroit.com/keras-docs/2.0.1/