Crop image to bounding box in Tensorflow Object Detection API

Question

How can I crop an image to the bounding box in Tensorflow? I am using the Python API.

From the documentation,

tf.image.crop_to_bounding_box(image, offset         


        

Answer 1

Since we consider x as horizontal and y as vertical, following would crop the image with specified box.

cropped_image = tf.image.crop_to_bounding_box(image, yminn, xminn, 
                                       ymaxx - yminn, xmaxx - xminn)