https://github.com/vexilligera/strokenet

a neural network that draws digits using strokes
https://github.com/vexilligera/strokenet

deep-learning nodejs pytorch reinforcement-learning

Last synced: about 1 year ago
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a neural network that draws digits using strokes

• Host: GitHub
• URL: https://github.com/vexilligera/strokenet
• Owner: vexilligera
• Created: 2018-09-27T00:35:36.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2022-12-06T18:39:52.000Z (over 3 years ago)
• Last Synced: 2024-09-16T17:05:46.765Z (almost 2 years ago)
• Topics: deep-learning, nodejs, pytorch, reinforcement-learning
• Language: JavaScript
• Size: 16.1 MB
• Stars: 53
• Watchers: 2
• Forks: 13
• Open Issues: 5
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# StrokeNet  

Check out this work, neural renderer + RL works better

https://github.com/hzwer/SARA_DDPG

A neural network that learns to draw digits by strokes  

The environment relies on node.js and puppeteer  

Needs tweaking to get it work  

MNIST (left MNIST sample, middle generator output, right Draw Web App reconstruction)  

![avatar](https://github.com/vexilligera/strokenet/blob/master/figures/mnist_result.png?raw=true)  

Omniglot  

![avatar](https://github.com/vexilligera/strokenet/blob/master/figures/omniglot_result.png?raw=true)