title: Can datasets with different format(.jpeg and .tif) be used together for training a CNN
body: <p>I am currently having medical images from two sources. One is having JPEG format while other is having TIF format, TIF format is lossless while JPEG is lossy so if I convert TIF to JPEG there is a chance of data loss or can I mix both together and use it for training the CNN.
  Using Keras with Tensorflow backend.</p>