We’re seeing a proliferation of generative neural networks of all kinds, producing interesting content in various media. Below is a collection of links to various examples of recent work in this field. If you’re aware of others (I’m sure there are plenty more), email/tweet me and I’ll add it here.

Images

• Deepdream
• Facebook’s images generation
• Feeding modern art to a image2txt interpreter
• Album cover generator
• Handwriting LSTM by Alex Graves
• Artistic style transfer and Torch implementation of algorithm by Justin Johnson
• Head shot transfer with video
• Generating faces

Music

• Classical Music with LSTMs including examples and code
• Folk Music with LSTMs also see part 2
• More irish music
• An entire set performed by an LSTM
• Training to harmonize with a melody

Text

• Char-RNN implementation of LSTM by Andrej Karpathy with lots of exmaples.
• The Bible also at least 2 twitter bots appeared: (RNNBible and RNN_Bible
• Cooking recipes
• Obama speeches
• TED Talks
• Eminem lyrics