INNER CODE UNIT · Python

mean_intensity

castorini/daam · daam/evaluate.py:105

    def mean_intensity(self) -> float:
        return np.mean(self.intensities)

    @property
    def ci95_miou(self) -> float:
        return 1.96 * np.std(self.ious) / np.sqrt(len(self.ious))

    def __len__(self) -> int:
        return max(len(self.ious), len(self.intensities))

    def __str__(self):
        return f'{self.name}<{self.mean_iou:.4f} (±{self.ci95_miou:.3f} mIoU) {self.mean_intensity:.4f} (mInt) {len(self)} samples>'


if __name__ == '__main__':
    mask = load_mask('truth/output/452/sink.gt.png')

    print(MeanEvaluator().log_iou(mask, mask))

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