class_docstr: Base class for segmentation heads
class_docstr_tok: ["Base","class","for","segmentation","heads"]
code: def build_model(
      cls, opts: argparse.Namespace, *args, **kwargs
  ) -> BaseAnyNNModel:
      return cls(opts, *args, **kwargs)
  
file_path: ml-cvnets/cvnets/models/segmentation/heads/base_seg_head.py
imports: import argparse
  from typing import Dict, Optional, Tuple
  from torch import Tensor, nn
  from cvnets.layers import ConvLayer2d, Dropout2d, UpSample
  from cvnets.misc.common import parameter_list
  from cvnets.misc.init_utils import initialize_weights
  from cvnets.models import MODEL_REGISTRY, BaseAnyNNModel
  from utils import logger
label_desc: Use image node_id 9 for calling the BaseSegHead obj's underlying member method code with example usage: obj.build_model(cls, opts) and returns: cls