58086fa0a4fdd7c72a9ca51746a754fbd6644b91,models/official/detection/dataloader/tf_example_decoder.py,TfExampleDecoder,decode,#TfExampleDecoder#Any#,90

Before Change

    image = self._decode_image(parsed_tensors)
    boxes = self._decode_boxes(parsed_tensors)
    is_crowd = tf.cast(parsed_tensors["image/object/is_crowd"], dtype=tf.bool)
    if self._include_mask:
      masks = self._decode_masks(parsed_tensors)

    decoded_tensors = {

After Change

    image = self._decode_image(parsed_tensors)
    boxes = self._decode_boxes(parsed_tensors)
    areas = self._decode_areas(parsed_tensors)
    is_crowds = tf.cond(
        tf.greater(tf.shape(parsed_tensors["image/object/is_crowd"])[0], 0),
        lambda: tf.cast(parsed_tensors["image/object/is_crowd"], dtype=tf.bool),
        lambda: tf.zeros_like(parsed_tensors["image/object/class/label"], dtype=tf.bool))  // pylint: disable=line-too-long
    if self._include_mask:
      masks = self._decode_masks(parsed_tensors)

Instances