Coding Challenge #153: Interactive Drawing with Machine Learning Model (SketchRNN)
Update: 2019-10-31
Description
This challenge uses the pre-trained SketchRNN machine learning model (available with the ml5.js library) to create a p5.js sketch that finishes a personβs drawing.
π» https://thecodingtrain.com/CodingChallenges/153-interactive-sketchrnn.html
π» https://editor.p5js.org/codingtrain/sketches/hcumr-aua
π ml5.js: https://ml5js.org
π Draw Together with a Neural Network - Magenta TensorFlow: https://magenta.tensorflow.org/assets/sketch_rnn_demo/index.html
π RamerβDouglasβPeucker algorithm on Wikipedia: https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93Peucker_algorithm
π A Neural Representation of Sketch Drawings: https://arxiv.org/abs/1704.03477
π Quick, Draw!: https://quickdraw.withgoogle.com/#
π Recurrent Neural Networks & LSTMs: https://ayearofai.com/rohan-lenny-3-recurrent-neural-networks-10300100899b
π₯ Coding Challenge #128: Sketch-RNN Snowflakes with ml5.js: https://youtu.be/pdaNttb7Mr8
π₯ Coding Challenge #152: RDP Line Simplification Algorithm: https://youtu.be/nSYw9GrakjY
π Website: http://thecodingtrain.com/
π Patreon: https://patreon.com/codingtrain
π Store: https://www.designbyhumans.com/shop/codingtrain/
π Books: https://www.amazon.com/shop/thecodingtrain
π₯ Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
π₯ Intro to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
π p5.js: https://p5js.org
π Processing: https://processing.org
π» https://thecodingtrain.com/CodingChallenges/153-interactive-sketchrnn.html
π» https://editor.p5js.org/codingtrain/sketches/hcumr-aua
π ml5.js: https://ml5js.org
π Draw Together with a Neural Network - Magenta TensorFlow: https://magenta.tensorflow.org/assets/sketch_rnn_demo/index.html
π RamerβDouglasβPeucker algorithm on Wikipedia: https://en.wikipedia.org/wiki/Ramer%E2%80%93Douglas%E2%80%93Peucker_algorithm
π A Neural Representation of Sketch Drawings: https://arxiv.org/abs/1704.03477
π Quick, Draw!: https://quickdraw.withgoogle.com/#
π Recurrent Neural Networks & LSTMs: https://ayearofai.com/rohan-lenny-3-recurrent-neural-networks-10300100899b
π₯ Coding Challenge #128: Sketch-RNN Snowflakes with ml5.js: https://youtu.be/pdaNttb7Mr8
π₯ Coding Challenge #152: RDP Line Simplification Algorithm: https://youtu.be/nSYw9GrakjY
π Website: http://thecodingtrain.com/
π Patreon: https://patreon.com/codingtrain
π Store: https://www.designbyhumans.com/shop/codingtrain/
π Books: https://www.amazon.com/shop/thecodingtrain
π₯ Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
π₯ Intro to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
π p5.js: https://p5js.org
π Processing: https://processing.org
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