def METHOD_NAME(args):
    position_embedding = build_position_encoding(args)
    train_backbone = args.lr_backbone > 0
    backbone = MobileNetWithExtraBlocks(train_backbone)
    model = Joiner(backbone, position_embedding)
    # model.num_channels = backbone.num_channels
    model.num_channels = 1280
    return model