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SketchRNN Implementation in Tensorflow 2.0

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SketchRNN Implementation In Tensorflow 2

This repo contains a simple implementation of the SketchRNN model with Tensorflow 2, following the best practice as much as possible.

Setup

Prerequisite

  • pyenv
  • pipenv

Installation

After cloning the repo, run the following commands to setup

pipenv install --dev --skip-lock
pipenv shell

Usage

Training

See the colab notebook for an example train on the rabbit dataset.

Results

Here are some results from a model trained on the rabbit dataset.

random samples

Interpolation

pca

See complete examples in the usage.ipynb.

References

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  • Jupyter Notebook 99.7%
  • Python 0.3%