title: Can ssd mobilenet v1 in object detection tensorflow api be tried with different resize shapes than the default ones?
body: <p>In ssd_mobilenet_v1_coco.config the image_resizer default size is 300x300, or 512x512. State of art results are available for the options only. </p>
  
  <p>But resizing to smaller sizes leads to information loss, can ssd mobilenet be tried with say size 720x720? </p>
  
  <p>Config file:
  <a href="https://github.com/tensorflow/models/blob/master/research/object_detection/samples/configs/ssd_mobilenet_v1_coco.config" rel="nofollow noreferrer">https://github.com/tensorflow/models/blob/master/research/object_detection/samples/configs/ssd_mobilenet_v1_coco.config</a></p>