Technology

Deep Learning: Zero to One

Sam Putnam

Find me on Github/Twitter/Kaggle @SamDeepLearning. Find me on LinkedIn @SamPutnam. This Podcast is supported by Enterprise Deep Learning | Cambridge/Boston | New York City | Hanover, NH | Co...

Episodes

3 episodes

Art Generation - Facebook AI Research, Google DeepDream, and Ruder's Style Transfer for Video - Deep Learning: Zero to One

Justin Johnson, now at Facebook, wrote the original Torch implementation of the Gatys 2015 paper, which combines the content of one image an...

7:49Apr 18, 2017

Music Generation - Google Magenta Best Demo NIPS 2016 LSTM RNN - Deep Learning: Zero to One

I talk through generating 10 melodies, two of which I play at the conclusion using a model trained on thousands of midi examples contained i...

8:29Mar 13, 2017

Image Generation - Google DeepMind paper with TensorFlow - Deep Learning: Zero to One

I talk through generating an image of IRS tax return characters using a model trained on the IRS tax return dataset - NMIST. The authors tra...

5:01Mar 4, 2017