mmseg/datasets/cityscapes.py
def evaluate(self,
                 results,
                 metric='mIoU',
                 logger=None,
                 imgfile_prefix=None,
                 efficient_test=False):
        """Evaluation in Cityscapes/default protocol.

        Args:
            results (list): Testing results of the dataset.
            metric (str | list[str]): Metrics to be evaluated.
            logger (logging.Logger | None | str): Logger used for printing
                related information during evaluation. Default: None.
            imgfile_prefix (str | None): The prefix of output image file,
                for cityscapes evaluation only. It includes the file path and
                the prefix of filename, e.g., "a/b/prefix".
                If results are evaluated with cityscapes protocol, it would be
                the prefix of output png files. The output files would be
                png images under folder "a/b/prefix/xxx.png", where "xxx" is
                the image name of cityscapes. If not specified, a temp file
                will be created for evaluation.
                Default: None.

        Returns:
            dict[str, float]: Cityscapes/default metrics.
        """

        eval_results = dict()
        metrics = metric.copy() if isinstance(metric, list) else [metric]
        if 'cityscapes' in metrics:
            eval_results.update(
                self._evaluate_cityscapes(results, logger, imgfile_prefix))
            metrics.remove('cityscapes')
        if len(metrics) > 0:
            eval_results.update(
                super(CityscapesDataset,
                      self).evaluate(results, metrics, logger, efficient_test))

        return eval_results
Evaluation in Cityscapes/default protocol.

        Args:
            results (list): Testing results of the dataset.
            metric (str | list[str]): Metrics to be evaluated.
            logger (logging.Logger | None | str): Logger used for printing
                related information during evaluation. Default: None.
            imgfile_prefix (str | None): The prefix of output image file,
                for cityscapes evaluation only. It includes the file path and
                the prefix of filename, e.g., "a/b/prefix".
                If results are evaluated with cityscapes protocol, it would be
                the prefix of output png files. The output files would be
                png images under folder "a/b/prefix/xxx.png", where "xxx" is
                the image name of cityscapes. If not specified, a temp file
                will be created for evaluation.
                Default: None.

        Returns:
            dict[str, float]: Cityscapes/default metrics.
        
Evaluation in Cityscapes/default protocol.
Evaluation in Cityscapes / default protocol .
def evaluate(self,
                 results,
                 metric='mIoU',
                 logger=None,
                 imgfile_prefix=None,
                 efficient_test=False):
        eval_results = dict()
        metrics = metric.copy() if isinstance(metric, list) else [metric]
        if 'cityscapes' in metrics:
            eval_results.update(
                self._evaluate_cityscapes(results, logger, imgfile_prefix))
            metrics.remove('cityscapes')
        if len(metrics) > 0:
            eval_results.update(
                super(CityscapesDataset,
                      self).evaluate(results, metrics, logger, efficient_test))
        return eval_results
def evaluate ( self , results , metric = 'mIoU' , logger = None , imgfile_prefix = None , efficient_test = False ) : eval_results = dict ( ) metrics = metric . copy ( ) if isinstance ( metric , list ) else [ metric ] if 'cityscapes' in metrics : eval_results . update ( self . _evaluate_cityscapes ( results , logger , imgfile_prefix ) ) metrics . remove ( 'cityscapes' ) if len ( metrics ) > 0 : eval_results . update ( super ( CityscapesDataset , self ) . evaluate ( results , metrics , logger , efficient_test ) ) return eval_results
Evaluation in Cityscapes/default protocol.
Evaluation in Cityscapes / default protocol .
"""Evaluation in Cityscapes/default protocol.

        Args:
            results (list): Testing results of the dataset.
            metric (str | list[str]): Metrics to be evaluated.
            logger (logging.Logger | None | str): Logger used for printing
                related information during evaluation. Default: None.
            imgfile_prefix (str | None): The prefix of output image file,
                for cityscapes evaluation only. It includes the file path and
                the prefix of filename, e.g., "a/b/prefix".
                If results are evaluated with cityscapes protocol, it would be
                the prefix of output png files. The output files would be
                png images under folder "a/b/prefix/xxx.png", where "xxx" is
                the image name of cityscapes. If not specified, a temp file
                will be created for evaluation.
                Default: None.

        Returns:
            dict[str, float]: Cityscapes/default metrics.
        """
None
dict[str, float]
self
results
Testing results of the dataset.
Testing results of the dataset .
metric
Metrics to be evaluated.
Metrics to be evaluated .
logger
Logger used for printing
related information during evaluation. Default: None.
Logger used for printing related information during evaluation . Default : None .
imgfile_prefix
The prefix of output image file,
for cityscapes evaluation only. It includes the file path and
the prefix of filename, e.g., "a/b/prefix".
If results are evaluated with cityscapes protocol, it would be
the prefix of output png files. The output files would be
png images under folder "a/b/prefix/xxx.png", where "xxx" is
the image name of cityscapes. If not specified, a temp file
will be created for evaluation.
Default: None.
The prefix of output image file for cityscapes evaluation only . It includes the file path and the prefix of filename e . g . " a / b / prefix " . If results are evaluated with cityscapes protocol it would be the prefix of output png files . The output files would be png images under folder " a / b / prefix / xxx . png " where " xxx " is the image name of cityscapes . If not specified a temp file will be created for evaluation . Default : None .
efficient_test