Hands-On Machine Learning with TensorFlow.js

Sketch drawing

You can try the demo application of the sketch drawing here: https://magenta.tensorflow.org/assets/sketch_rnn_demo/index.html.

The application tries to draw a picture of a specific object by adding strokes and curves to the object in the middle. Even if we only draw a simple square, the application keeps on working to complete the illustration of a crab, as follows:

The application uses a model called SketchRNN. Recurrent neural networks (RNNs) are neural networks that are especially useful for sequential data such as text or strokes. By keeping past information, it predicts the possible future. In this case, the SketchRNN model ...