Updated information (#40)

Author: prabhuomkar

AUTHORS

@@ -0,0 +1,8 @@
+# Names should be added to this file like so:
+# Name or Organization <email address>
+
+# Initial version authors:
+Omkar Prabhu <prabhuomkar@pm.me>
+Markus Fleischhacker <markus.fleischhacker28@gmail.com>
+
+# Partial list of contributors:

README.md

@@ -1,8 +1,15 @@
-<p align="center"><img width="50%" src="images/pytorch_logo.svg" /></p>
+<h1 align="center">
+    <img src="images/pytorch_cpp.png" width="50%">
+</h1>
+<p align="center">
+    C++ Implementation of PyTorch Tutorials for Deep Learning Researchers
+    <br />
+<img src="https://img.shields.io/travis/prabhuomkar/pytorch-cpp">
+<img src="https://img.shields.io/github/license/prabhuomkar/pytorch-cpp">
+<img src="https://img.shields.io/badge/libtorch-1.4-ee4c2c">
+<img src="https://img.shields.io/badge/cmake-3.14-064f8d">
+</p>
 
---------------------------------------------------------------------------------
-![MIT License](https://img.shields.io/github/license/prabhuomkar/pytorch-cpp)
-![C++ PyTorch](https://img.shields.io/badge/c%2B%2B-pytorch-orange) 
 
 | OS (Compiler)\\libtorch |                                                  1.4                                                  | 1.5 | nightly |
 | :---------------------: | :---------------------------------------------------------------------------------------------------: | :-: | :-----: |
@@ -18,18 +25,27 @@ This repository provides tutorial code in C++ for deep learning researchers to l
 **Python Tutorial**: [https://github.com/yunjey/pytorch-tutorial](https://github.com/yunjey/pytorch-tutorial)
 
 ## Getting Started
+
+### Requirements
+
+1. [C++](http://www.cplusplus.com/doc/tutorial/introduction/)
+2. [CMake](https://cmake.org/download/)
+3. [LibTorch v1.4.0](https://pytorch.org/cppdocs/installing.html)
+
 ### Fork/Clone and Build
 
 ```bash
 git clone https://github.com/prabhuomkar/pytorch-cpp.git
 cd pytorch-cpp
 ```
+
 #### Generate build system
+
 ```cmake
 cmake -B build #<options>
 ```
 > **_Note for Windows users:_**<br> 
->Libtorch only supports 64bit Windows and an x64 generator needs to be specified. For Visual Studio this can be done by appending `-A x64` to the above command.
+> Libtorch only supports 64bit Windows and an x64 generator needs to be specified. For Visual Studio this can be done by appending `-A x64` to the above command.
 
 Some useful options:
 
@@ -40,9 +56,11 @@ Some useful options:
 | `-D CMAKE_PREFIX_PATH=path/to/libtorch/share/cmake/Torch` |       |    Skip the downloading of libtorch and use your own local version instead. |
 
 #### Build
+
 ```cmake
 cmake --build build
 ```
+
 >**_Note for Windows users:_** <br>
 >The CMake script downloads the *Release* version of libtorch, so `--config Release` has to be appended to the build command.
 >
@@ -68,12 +86,4 @@ cmake --build build
 * [Generative Adversarial Networks](tutorials/advanced/generative_adversarial_network/main.cpp)
 * [Variational Auto-Encoder](tutorials/advanced/variational_autoencoder/src/main.cpp)
 * [Neural Style Transfer](tutorials/advanced/neural_style_transfer/src/main.cpp)
-* [Image Captioning (CNN-RNN)]()
-
-## Dependencies
-- C++
-- PyTorch C++ API
-
-## Authors
-- Omkar Prabhu - [prabhuomkar](https://github.com/prabhuomkar)
-- Markus Fleischhacker - [mfl28](https://github.com/mfl28)
+* [Image Captioning (CNN-RNN)]()