# coding=utf-8
# Copyright 2023 The Chirp Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
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"""Initialializing the registry of image models."""
import enum

from chirp.projects.sfda.models.constant_model import ConstantEncoderModel
from chirp.projects.sfda.models.nrc_resnet import NRCResNet50
from chirp.projects.sfda.models.nrc_resnet import NRCResNet101
from chirp.projects.sfda.models.resnet import ResNet50
from chirp.projects.sfda.models.wideresnet import WideResNet2810


class ImageModelName(enum.Enum):
  """Supported model architectures for image experiments."""

  RESNET = "resnet"
  NRC_RESNET = "nrc_resnet"
  NRC_RESNET_OFFICE_HOME = "nrc_resnet_office_home"
  WIDERESNET = "wideresnet"
  CONSTANT = "constant"


MODEL_REGISTRY = {
    ImageModelName.RESNET: ResNet50,
    ImageModelName.NRC_RESNET: NRCResNet101,
    ImageModelName.NRC_RESNET_OFFICE_HOME: NRCResNet50,
    ImageModelName.WIDERESNET: WideResNet2810,
    ImageModelName.CONSTANT: ConstantEncoderModel,
}
