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add huggingface implementation
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# Copyright (c) OpenMMLab. All rights reserved.
from mmcv.cnn import MODELS as MMCV_MODELS
from mmcv.cnn import build_model_from_cfg
from mmcv.utils import Registry, build_from_cfg
MODELS = Registry(
'models', build_func=build_model_from_cfg, parent=MMCV_MODELS)
BACKBONES = MODELS
NECKS = MODELS
HEADS = MODELS
LOSSES = MODELS
POSENETS = MODELS
MESH_MODELS = MODELS
TRANSFORMER = Registry('Transformer')
def build_backbone(cfg):
"""Build backbone."""
return BACKBONES.build(cfg)
def build_neck(cfg):
"""Build neck."""
return NECKS.build(cfg)
def build_head(cfg):
"""Build head."""
return HEADS.build(cfg)
def build_loss(cfg):
"""Build loss."""
return LOSSES.build(cfg)
def build_posenet(cfg):
"""Build posenet."""
return POSENETS.build(cfg)
def build_mesh_model(cfg):
"""Build mesh model."""
return MESH_MODELS.build(cfg)
def build_transformer(cfg, default_args=None):
"""Builder for Transformer."""
return build_from_cfg(cfg, TRANSFORMER, default_args)