title: how to load the data and how to do data augmentation using pytorch
body: <p>I am newbie to Pytorch, I am doing Image classification problem , But I didn't understand how to load the image from load directory, please help me how to load the data image data and how to augmentation.</p>
  
  <p>here my data looks like this:</p>
  
  <pre><code>train=pd.read_csv('dataset/train.csv')
  test=pd.read_csv('dataset/test.csv') 
  train.head()
  Image   Class
  0   image7042.jpg   Food
  1   image3327.jpg   misc
  2   image10335.jpg  Attire
  3   image8019.jpg   Food
  4   image2128.jpg   Attire
  </code></pre>
  
  <p>here my Images folder:</p>
  
  <pre><code>file_path='dataset/Train Images'
  </code></pre>