Preprocess an image for evaluation. Args: image: A `Tensor` representing an image of arbitrary size. out_shape: Output shape after pre-processing (if resize != None) resize: Resize strategy. Returns: A preprocessed image.
(image, labels, bboxes, xs, ys,
out_shape=EVAL_SIZE, data_format='NHWC',
difficults=None, resize=Resize.WARP_RESIZE,
scope='ssd_preprocessing_train')
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