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from mmengine.registry import Registry
from .backbones import BackboneWrapper
MODELS = Registry("models")
PROJECTIONS = MODELS
NECKS = MODELS
ROI_EXTRACTORS = MODELS
PRIOR_GENERATORS = MODELS
PROPOSAL_GENERATORS = MODELS
HEADS = MODELS
TRANSFORMERS = MODELS
LOSSES = MODELS
DETECTORS = MODELS
MATCHERS = MODELS
def build_detector(cfg):
"""Build detector."""
return DETECTORS.build(cfg)
def build_backbone(cfg):
"""Build backbone."""
return BackboneWrapper(cfg)
def build_projection(cfg):
"""Build projection."""
return PROJECTIONS.build(cfg)
def build_neck(cfg):
"""Build neck."""
return NECKS.build(cfg)
def build_prior_generator(cfg):
"""Build prior generator."""
return PRIOR_GENERATORS.build(cfg)
def build_proposal_generator(cfg):
"""Build proposal generator."""
return PROPOSAL_GENERATORS.build(cfg)
def build_roi_extractor(cfg):
"""Build roi extractor."""
return ROI_EXTRACTORS.build(cfg)
def build_transformer(cfg):
"""Build transformer in DETR-like model."""
return TRANSFORMERS.build(cfg)
def build_head(cfg):
"""Build head."""
return HEADS.build(cfg)
def build_matcher(cfg):
"""Build external classifier."""
return MATCHERS.build(cfg)
def build_loss(cfg):
"""Build loss."""
return LOSSES.build(cfg)
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