mmpretrain/mmcls/models/builder.py
zzc98 693596bc2f
[Feature] Add Base Retriever and Image2Image Retriever for retrieval tasks. (#1055)
* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* feat: add image retriever

* update retriever

* fix lint

* add hook unit test

* Use `register_buffer` to save prototype vectors and add a progress bar
during preparing prototype.

* update UTs

* update UTs

* fix typo

* modify the hook

Co-authored-by: Ezra-Yu <18586273+Ezra-Yu@users.noreply.github.com>
Co-authored-by: mzr1996 <mzr1996@163.com>
2022-11-02 17:43:56 +08:00

40 lines
671 B
Python

# Copyright (c) OpenMMLab. All rights reserved.
from mmcls.registry import MODELS
BACKBONES = MODELS
NECKS = MODELS
HEADS = MODELS
LOSSES = MODELS
CLASSIFIERS = MODELS
RETRIEVER = MODELS
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_classifier(cfg):
"""Build classifier."""
return CLASSIFIERS.build(cfg)
def build_retriever(cfg):
"""Build retriever."""
return RETRIEVER.build(cfg)