Esempi in Python per mean_average_precision

Esempio n. 1

File: map_test.py Progetto: AmirRazaMBA/Machine-Learning-Collection-Python

 def test_one_inaccurate_box(self):
     mean_avg_prec = mean_average_precision(
         self.t4_preds,
         self.t4_targets,
         iou_threshold=0.5,
         box_format="midpoint",
         num_classes=1,
     )
     self.assertTrue(
         abs(self.t4_correct_mAP - mean_avg_prec) < self.epsilon)

Esempio n. 2

File: map_test.py Progetto: AmirRazaMBA/Machine-Learning-Collection-Python

 def test_all_wrong_class(self):
     mean_avg_prec = mean_average_precision(
         self.t3_preds,
         self.t3_targets,
         iou_threshold=0.5,
         box_format="midpoint",
         num_classes=2,
     )
     self.assertTrue(
         abs(self.t3_correct_mAP - mean_avg_prec) < self.epsilon)