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)