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Add classification results to segmented image #1378

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Add classification results to segmented image #1378

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bc349db
added classfication results to segmented image
phcarval Sep 28, 2023
ceb70bf
Merge branch 'main' into more_segmentation_info
samet-akcay Sep 28, 2023
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9 changes: 8 additions & 1 deletion src/anomalib/post_processing/visualizer.py
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Expand Up @@ -168,7 +168,14 @@ def _visualize_full(self, image_result: ImageResult) -> np.ndarray:
visualization.add_image(image=image_result.gt_mask, color_map="gray", title="Ground Truth")
visualization.add_image(image_result.heat_map, "Predicted Heat Map")
visualization.add_image(image=image_result.pred_mask, color_map="gray", title="Predicted Mask")
visualization.add_image(image=image_result.segmentations, title="Segmentation Result")

# add classification result to segmented image
if image_result.pred_label:
image_segmented = add_anomalous_label(image_result.segmentations, image_result.pred_score)
else:
image_segmented = add_normal_label(image_result.segmentations, 1 - image_result.pred_score)

visualization.add_image(image=image_segmented, title="Segmentation Result")
elif self.task == TaskType.CLASSIFICATION:
visualization.add_image(image_result.image, title="Image")
if hasattr(image_result, "heat_map"):
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