fast-reid/fastreid/modeling/heads/build.py

# encoding: utf-8
"""
@author:  liaoxingyu
@contact: sherlockliao01@gmail.com
"""

from ...utils.registry import Registry

REID_HEADS_REGISTRY = Registry("HEADS")
REID_HEADS_REGISTRY.__doc__ = """
Registry for ROI heads in a generalized R-CNN model.
ROIHeads take feature maps and region proposals, and
perform per-region computation.
The registered object will be called with `obj(cfg, input_shape)`.
The call is expected to return an :class:`ROIHeads`.
"""


def build_reid_heads(cfg, in_feat, pool_layer):
    """
    Build REIDHeads defined by `cfg.MODEL.REID_HEADS.NAME`.
    """
    head = cfg.MODEL.HEADS.NAME
    return REID_HEADS_REGISTRY.get(head)(cfg, in_feat, pool_layer)