AI-LearningBook

Deep Learning tools, notes, learning resources and toy examples

Reading materials

Camera params, projection

• Convert a quaternion to a Rotatin Matrix
• Homography based IPM

Visualizing (filters of) CNN

• Stanford CS231n: Visualizing what ConvNets learn (article)

• What Neural Networks See: Visualizing what different convFilters outputs with the input video. (Tool and explanation video)

• Deep Visualization Toolbox (Tool and explanation video)

• Visualizing and Understanding Deep Neural Networks (47min-video)

• Picasso, CNN Visualization tool

• Article about Deep Dream and small code example.

  • Deep Dream in music video 3:15 - 3:40
  • Deep Dream generator

• Attacking Machine Learning with Adversarial Examples

• Machine Learning for Artists (place for reading)

Deep Dream

WaveNet