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from copy import deepcopy
from basicsr.utils.registry import METRIC_REGISTRY
from .niqe import calculate_niqe
from .psnr_ssim import calculate_psnr, calculate_ssim
__all__ = ['calculate_psnr', 'calculate_ssim', 'calculate_niqe']
def calculate_metric(data, opt):
"""Calculate metric from data and options.
Args:
opt (dict): Configuration. It must constain:
type (str): Model type.
"""
opt = deepcopy(opt)
metric_type = opt.pop('type')
metric = METRIC_REGISTRY.get(metric_type)(**data, **opt)
return metric
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