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12个神经网络可视化工具

由 demi 提交于

【导读】本文介绍了12个将神经网络画地更好看的工具。

原文链接：
https://github.com/ashishpatel26/Tools-to-Design-or-Visualize-Architect…

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>1. draw_convnet</strong></font>

一个用于画卷积神经网络的Python脚本

https://github.com/gwding/draw_convnet

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>2. NNSVG</strong></font>

http://alexlenail.me/NN-SVG/LeNet.html

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center>
<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center>
<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>3. PlotNeuralNet</strong></font>

https://github.com/HarisIqbal88/PlotNeuralNet

使用latex 来展示神经网络

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>4. Tensorboard</strong></font>

https://www.tensorflow.org/tensorboard/graphs

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>5. Caffe</strong></font>

https://github.com/BVLC/caffe/blob/master/python/caffe/draw.py

使用Caffe/draw.py

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>6. Matlab</strong></font>

http://www.mathworks.com/help/nnet/ref/view.html

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>7. Keras.js</strong></font>

https://transcranial.github.io/keras-js/#/inception-v3

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>8. DotNet</strong></font>

https://github.com/martisak/dotnets

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>9. Graphviz</strong></font>

http://www.graphviz.org/

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>10. ConX</strong></font>

https://conx.readthedocs.io/en/latest/index.html

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>11. ENNUI </strong></font>

https://math.mit.edu/ennui/

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>

<font size="4" style="line-height: 45px;" color="#c200ff"><strong>12. Neataptic</strong></font>

https://wagenaartje.github.io/neataptic/

<center><img width="600" src="http://imgtec.eetrend.com/files/2020-12/%E5%8D%9A%E5%AE%A2/100059545-11…; alt=""></center><br>