Animal classification model that needs to return the image with a bounded box

Hello, I have a simple resnet50 model that can take an image of a bird and identify the species. How do I make it so that it also returns the submitted image with a box around the bird? Thank you in advance.

Please have a look @ walkwithfastai. I am in same boat trying out object detection.