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Add explanations for small/medium/large in metric results

This commit is contained in:
LinasKo 2024-11-08 01:36:56 +02:00
parent 19677bede5
commit e4cf743c1c
4 changed files with 12 additions and 12 deletions
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6
supervision/metrics/f1_score.py
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@ -476,11 +476,11 @@ class F1ScoreResult:
matched_classes (np.ndarray): the class IDs of all matched classes.
Corresponds to the rows of `f1_per_class`.
small_objects (Optional[F1ScoreResult]): the F1 metric results
for small objects.
for small objects (area < 32²).
medium_objects (Optional[F1ScoreResult]): the F1 metric results
for medium objects.
for medium objects (32² ≤ area < 96²).
large_objects (Optional[F1ScoreResult]): the F1 metric results
for large objects.
for large objects (area ≥ 96²).
"""
metric_target: MetricTarget

6
supervision/metrics/mean_average_precision.py
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@ -440,11 +440,11 @@ class MeanAveragePrecisionResult:
matched_classes (np.ndarray): the class IDs of all matched classes.
Corresponds to the rows of `ap_per_class`.
small_objects (Optional[MeanAveragePrecisionResult]): the mAP results
for small objects.
for small objects (area < 32²).
medium_objects (Optional[MeanAveragePrecisionResult]): the mAP results
for medium objects.
for medium objects (32² ≤ area < 96²).
large_objects (Optional[MeanAveragePrecisionResult]): the mAP results
for large objects.
for large objects (area ≥ 96²).
"""
metric_target: MetricTarget

6
supervision/metrics/precision.py
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@ -479,11 +479,11 @@ class PrecisionResult:
matched_classes (np.ndarray): the class IDs of all matched classes.
Corresponds to the rows of `precision_per_class`.
small_objects (Optional[PrecisionResult]): the Precision metric results
for small objects.
for small objects (area < 32²).
medium_objects (Optional[PrecisionResult]): the Precision metric results
for medium objects.
for medium objects (32² ≤ area < 96²).
large_objects (Optional[PrecisionResult]): the Precision metric results
for large objects.
for large objects (area ≥ 96²).
"""
metric_target: MetricTarget

6
supervision/metrics/recall.py
View File

@ -478,11 +478,11 @@ class RecallResult:
matched_classes (np.ndarray): the class IDs of all matched classes.
Corresponds to the rows of `recall_per_class`.
small_objects (Optional[RecallResult]): the Recall metric results
for small objects.
for small objects (area < 32²).
medium_objects (Optional[RecallResult]): the Recall metric results
for medium objects.
for medium objects (32² ≤ area < 96²).
large_objects (Optional[RecallResult]): the Recall metric results
for large objects.
for large objects (area ≥ 96²).
"""
metric_target: MetricTarget