Add AccuracyCalculator #4
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| :param file_path: Путь к файлу с предсказаниями. | ||
| """ | ||
| self.detections = self._parse_detections(file_path) |
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2 класса, у каждого 1 статический метод загрузки данных из файла:
GroundtruthReader
DetectionReader
| Пример использования: | ||
| >>> calc = AccuracyCalculator(iou_threshold=0.5) | ||
| >>> calc.load_groundtruths("groundtruths.xlsx") | ||
| >>> calc.load_detections("detections.xlsx") |
| gts = groundtruths.get(frame_id, []) # Список всех прямоугольников для кадра | ||
| tp_det, fp_det, _ = self._match_detections_to_groundtruth(dets, gts) | ||
| tp += tp_det | ||
| fp += fp_det |
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Строки 48-63 и 68-82 дублируют друг друга, поэтому вычисление метрик tp, fp, fn можно вынести в отдельный закрытый метод.
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