云鉴权>> Tensorboard-Visualization-Freezing-Graph>> 返回
项目作者： jayshah19949596

项目描述 ：
A simple program on how you can use tensor-board for visualization and how you can freeze your model graph and later use if for testing
高级语言： Python
项目地址: git://github.com/jayshah19949596/Tensorboard-Visualization-Freezing-Graph.git


TensorBoard

TensorBoard Visualization

  • This program demonstrates use of tensorboard for mnist
  • Clone the repository
  • Run tensorboard_train_freeze.py
  • To visualize tensorboard run the following command in the terminal tensorboard --logdir="/home/jai/Desktop/TensorBoard Example/example"
  • The command that you have to run will be provided when you run tensorboard_train_freeze.py but it will be similar to above command

TSNE for MNIST

SCREEENSHOT

PCA for MNIST

SCREEENSHOT

Accuracy and Error Graph

SCREEENSHOT

Using Freezed Graph

  • To use the feezed graph see test_freeze.py
  • test_freeze.py loads the freezed graph and gives the accuracy of the model