maskrcnn_benchmark/modeling/rpn/__init__.py

# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
# from .rpn import build_rpn
from .rpn import RPNModule
from .retina import RetinaNetModule
from .fcos import FCOSModule
from .atss import ATSSModule
from .dyhead import DyHeadModule
from .vldyhead import VLDyHeadModule

_RPN_META_ARCHITECTURES = {
    "RPN": RPNModule,
    "RETINA": RetinaNetModule,
    "FCOS": FCOSModule,
    "ATSS": ATSSModule,
    "DYHEAD": DyHeadModule,
    "VLDYHEAD": VLDyHeadModule,
}


def build_rpn(cfg):
    """

    This gives the gist of it. Not super important because it doesn't change as much

    """
    rpn_arch = _RPN_META_ARCHITECTURES[cfg.MODEL.RPN_ARCHITECTURE]
    return rpn_arch(cfg)