message: Minor documentation fixes to TFLite.
diff: -
  # TensorFlow Lite for Raspberry Pi
  ## Cross compiling
  -### Installing toolchian
  -This has been tested on Ubuntu 16.04.3 64bit and Tensorflow devel docker image [tensorflow/tensorflow:nightly-devel](https://hub.docker.com/r/tensorflow/tensorflow/tags/).
  -To cross compiling TensorFlow Lite. First you should install the toolchain and libs.
  +### Installing the toolchain
  +
  +This has been tested on Ubuntu 16.04.3 64bit and Tensorflow devel docker image
  +[tensorflow/tensorflow:nightly-devel](https://hub.docker.com/r/tensorflow/tensorflow/tags/).
  +
  +To cross compile TensorFlow Lite, first install the toolchain and libs.
  +
  ```bash
  sudo apt-get update
  sudo apt-get install crossbuild-essential-armhf
  ```
  -> If you are using docker, you may not use `sudo`
  +
  +> If you are using Docker, you may not use `sudo`.
  ### Building
  +
  Clone this Tensorflow repository, Run this script at the root of the repository to download all the dependencies:
  +
  > The Tensorflow repository is in `/tensorflow` if you are using `tensorflow/tensorflow:nightly-devel` docker image, just try it.
  +
  ```bash
  ./tensorflow/contrib/lite/download_dependencies.sh
  ```
  Note that you only need to do this once.
  You should then be able to compile:
  +
  ```bash
  ./tensorflow/contrib/lite/build_rpi_lib.sh
  ```
  @@ -31,12 +39,14 @@ This should compile a static library in:
  ## Native compiling
  This has been tested on Raspberry Pi 3b, Raspbian GNU/Linux 9.1 (stretch), gcc version 6.3.0 20170516 (Raspbian 6.3.0-18+rpi1).
  -Log in to you RPI, install the toolchain.
  +Log in to you Raspberry Pi, install the toolchain.
  +
  ```bash
  sudo apt-get install build-essential
  ```
  -First, clone this TensorFlow repository. Run this at the root of the repository:
  +First, clone the TensorFlow repository. Run this at the root of the repository:
  +
  ```bash
  ./tensorflow/contrib/lite/download_dependencies.sh
  ```
  