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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

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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

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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

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