title: UNet for own RGB dataset for background removal in keras
body: <p>I have 1000 cat images with background. I want to try UNet to remove background from those images. Any recommendations are welcome.</p>
  
  <p>Should I create annotations or other files like Json files? I have not found a proper way to do it.</p>