Interaction Design Wiki ･ Bits & Atoms IV

Bits & Atoms IV 2018

Schedule

Week 1 to Week 5	Computer Vision, OSC, MIDI, MQTT, Tracking, Max MSP & Pure Data, Resolume Avenue		As part of Spatial Interaction.
Week 6 3/5/2018 Thursday 09.00 to 12.00	Machine Learning & AI	ZT 5.K03	9:00 Machine Learning Introduction 11:00 Lecture. Thomas Deselaers: Machine Learning for drawing and writing recognition at Google (https://play.google.com/store/apps/details?id=com.google.android.apps.handwriting.ime&hl=en https://quickdraw.withgoogle.com/)
Week 7 17/5/2018 Thursday 09.00 to 12.00	Machine Learning & AI	ZT 5.K03	Neural Network Role-play and TensorFlow Exercises
Week 8 24/5/2018 Thursday 09.00 to 12.00	Machine Learning & AI	ZT 3.K10	Future Scenarios

Tools

http://www.wekinator.org/

https://js.tensorflow.org/

basic neural network in processing

Image classification with neural nets in Processing

Example Files

Wekinator Example

Tensorflow.js & MQTT

Tutorials

https://www.youtube.com/watch?v=pqY_Tn2SIVA&index=0&list=PLRqwX-V7Uu6Zs14zKVuTuit6jApJgoYZQ

https://github.com/CodingTrain/Toy-Neural-Network-JS

Machine Learning References:

https://nsynthsuper.withgoogle.com/

https://medium.com/typeme/lets-code-a-neural-network-from-scratch-part-1-24f0a30d7d62

https://playground.tensorflow.org/#activation=relu&batchSize=1&dataset=spiral&regDataset=reg-plane&learningRate=0.003&regularizationRate=0&noise=0&networkShape=8,8,8,8,8,8&seed=0.51551&showTestData=false&discretize=false&percTrainData=90&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false

http://neuralnetworksanddeeplearning.com/index.html

http://ml4a.github.io/ml4a/

https://experiments.withgoogle.com/ai