Clone this repo:

Branches

  1. 92da37b Update README.md by HenryWu · 4 years, 10 months ago master
  2. 17dafab Modify README.md by HenryWu · 4 years, 10 months ago
  3. 3b2bae7 Update README.md by HenryWu · 4 years, 10 months ago
  4. 2fa4790 Update my ml exp project default code by Henry Wu · 4 years, 10 months ago
  5. 80d9419 Upload my ml exp project code by henry2_wu · 4 years, 11 months ago

my-ml-exp-project

This project is for beginner to sample practice know how to play tensorflow and docker

1_hello_tensorflow.ipynb: basic introduction to TensorFlow from tensorflow example

2_getting_started.ipynb: introduce a simple neural network in TensorFlow from tensorflow example

3_mnist_from_scratch.ipynb: example of training a TensorFlow model from tensorflow example

4_cifar_10_dataset_cnn.ipynb: use ConvNet to do images classification for 10 labels from CIFAR-10 dataset,you can learn more detail from here Convolutional Neural Networks & Video

5_run_tensorboard.py: sample way to how to open tensorboard

6_mnist_tensorboard.py: example of run mnist data and open tensorboard

7_create_pretrain_model.py: create a sample tensorflow pre train model

7_read_pretrain_model.py: import tensorflow pre train model and set value to it output result

8_tf4android.py: build a sample tensorflow model and prepare usage in Android

9_frozen_model.py: frozen and optimized tensorflow model,download android application here

modelconfig.py: save tf4android all need to use variable

readable_model.py: let *.pd convert to *.pdtxt

You can read more detail here

You can pull docker here docker pull brive3571/tf4android