Function build_backbone

detectron2/modeling/backbone/build.py:20–33

Build a backbone from `cfg.MODEL.BACKBONE.NAME`. Returns: an instance of :class:`Backbone`

(cfg, input_shape=None)

def build_backbone(cfg, input_shape=None):
    """
    Build a backbone from `cfg.MODEL.BACKBONE.NAME`.

    Returns:
        an instance of :class:`Backbone`
    """
    if input_shape is None:
        input_shape = ShapeSpec(channels=len(cfg.MODEL.PIXEL_MEAN))

    backbone_name = cfg.MODEL.BACKBONE.NAME
    backbone = BACKBONE_REGISTRY.get(backbone_name)(cfg, input_shape)
    assert isinstance(backbone, Backbone)
    return backbone