Projects for the Udacity Deep Learning Nanodegree
- Used AWS Sagemaker to construct a simple web page which a user can use to enter a movie review. The web page then sends the review off to our deployed model which will predict the sentiment of the entered review.
- Developed an algorithm to determine dog breed from user supplied image
- Used Generative Adverserial Network (GAN) to train a DCGAN on a dataset of faces and train to the generator network to generate new images of faces that look as realistic as possible.
- Used Recurrent Neural Network (RNN) to generate a new "fake" TV script, based on patterns it recognizes in this training data.