tensorflow/models · error · ValueError

boxlist must contain all specified fields

Error message

boxlist must contain all specified fields

What it means

Error "boxlist must contain all specified fields" thrown in tensorflow/models.

Source

Thrown at official/projects/centernet/ops/box_list_ops.py:169

  Raises:
    ValueError: if specified field is not contained in boxlist or if the
      indices are not of type int32
  """
  with tf.name_scope('Gather'):
    if len(indices.shape.as_list()) != 1:
      raise ValueError('indices should have rank 1')
    if indices.dtype != tf.int32 and indices.dtype != tf.int64:
      raise ValueError('indices should be an int32 / int64 tensor')
    gather_op = tf.gather
    if use_static_shapes:
      gather_op = matmul_gather_on_zeroth_axis
    subboxlist = box_list.BoxList(gather_op(boxlist.get(), indices))
    if fields is None:
      fields = boxlist.get_extra_fields()
    fields += ['boxes']
    for field in fields:
      if not boxlist.has_field(field):
        raise ValueError('boxlist must contain all specified fields')
      subfieldlist = gather_op(boxlist.get_field(field), indices)
      subboxlist.add_field(field, subfieldlist)
    return subboxlist


def prune_completely_outside_window(boxlist, window):
  """Prunes bounding boxes that fall completely outside of the given window.

  The function clip_to_window prunes bounding boxes that fall
  completely outside the window, but also clips any bounding boxes that
  partially overflow. This function does not clip partially overflowing boxes.

  Args:
    boxlist: a BoxList holding M_in boxes.
    window: a float tensor of shape [4] representing [ymin, xmin, ymax, xmax]
      of the window

  Returns:

View on GitHub (pinned to e006f5f0d5)

When it happens

Trigger: Thrown at official/projects/centernet/ops/box_list_ops.py:169 when the library encounters an invalid state.

Common situations: See trigger scenarios.

AI-assisted analysis of tensorflow/models@e006f5f0d5 (2026-08-24). Data as JSON: /api/errors/1fbb2d2dba77fa9a. Report an issue: GitHub.