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Fix Mix Data type issue on inferencer #77

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merged 3 commits into from
Jan 27, 2022
Merged

Fix Mix Data type issue on inferencer #77

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eeaa96a
Convert the data types
samet-akcay Jan 18, 2022
6ea7b02
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samet-akcay Jan 18, 2022
faa818c
added note to the change
samet-akcay Jan 26, 2022
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12 changes: 10 additions & 2 deletions anomalib/deploy/inferencers/torch.py
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Expand Up @@ -138,8 +138,16 @@ def post_process(
anomaly_map = predictions
pred_score = anomaly_map.reshape(-1).max()
else:
anomaly_map, pred_score = predictions
pred_score = pred_score.detach().cpu().numpy()
# NOTE: Patchcore `forward`` returns heatmap and score.
# We need to add the following check to ensure the variables
# are properly assigned. Without this check, the code
# throws an error regarding type mismatch torch vs np.
if isinstance(predictions[1], (Tensor)):
anomaly_map, pred_score = predictions
pred_score = pred_score.detach()
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else:
anomaly_map, pred_score = predictions
pred_score = pred_score.detach().numpy()

anomaly_map = anomaly_map.squeeze()

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1 change: 0 additions & 1 deletion anomalib/models/cflow/README.md
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Expand Up @@ -47,4 +47,3 @@ All results gathered with seed `42`.
![Sample Result 2](../../../docs/source/images/cflow/results/1.png "Sample Result 2")

![Sample Result 3](../../../docs/source/images/cflow/results/2.png "Sample Result 3")