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Install-TensorFlow-and-Keras-on-Jetson-TX2-with-JetPack-3.1

First:

Install Jetpack 3.1 from https://developer.nvidia.com/embedded/dlc/jetpack-l4t-3_1 and if you don't have an account on Nvidia, make an account and download it.

You will require 1 PC with Ubuntu 14.04 for flashing jetpack to your Jetson TX2.

Second: Install Tensor Flow from wheel file:

For Python 2.7 Users:

  • sudo apt-get install -y python-pip python-dev

  • sudo pip install tensorflow-1.3.0-cp27-cp27mu-linux_aarch64.whl

For Python 3.5 Users:

  • sudo apt-get install -y python3-pip python3-dev

  • sudo pip3 install tensorflow-1.3.0-cp35-cp35m-linux_aarch64.whl

For Python 3.6 Users:

  • sudo apt-get install -y python3-pip python3-dev

  • sudo pip3 install tensorflow-1.3.0-cp36-cp36m-linux_aarch64.whl

Third: Install Keras:

  • sudo pip3 install keras

Forth: Install all other required packages used for coding

1. Install h5py package:

  • sudo apt-get install python3-h5p

2. install matplotlib lib:

  • sudo apt-get build-dep python3-matplotlib

  • sudo apt-get install python3-matplotlib

3. Install Jupyter Notebook:

  • sudo pip3 install jupyter

4. Install Spicy

  • sudo apt install python3-numpy python3-scipy

5. To turn ON all CPU’s:

  • sudo nvpmodel -m 0

6. To speed up:

  • sudo ./jetson_clocks.sh

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