| 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) | |