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nelson1425 / EfficientAD

Unofficial implementation of EfficientAD https://arxiv.org/abs/2303.14535
https://arxiv.org/abs/2303.14535
Apache License 2.0
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I encountered an error while evaluating #37

Open zty292 opened 3 months ago

zty292 commented 3 months ago

(EfficientAD) E:\PycharmProjects\EfficientAD-main>python mvtec_ad_evaluation/evaluate_experiment.py --dataset_base_dir E:\Dataset\anomaly_detection\mvtec_anomaly_detection\mvtec_anomaly_detection\ --anomaly_maps_dir E:\PycharmProjects\EfficientAD-main\output\1\anomaly_maps\mvtec_ad --output_dir E:\PycharmProjects\EfficientAD-main\output\1\metrics/mvtec_ad -- evaluated_objects bottle === Evaluate bottle === Parsed 83 ground truth image files. Read ground truth files and corresponding predictions... 0%| | 0/83 [00:00<?, ?it/s] Traceback (most recent call last): File "E:\PycharmProjects\EfficientAD-main\mvtec_ad_evaluation\evaluate_experiment.py", line 247, in main() File "E:\PycharmProjects\EfficientAD-main\mvtec_ad_evaluation\evaluate_experiment.py", line 215, in main calculate_au_pro_au_roc( File "E:\PycharmProjects\EfficientAD-main\mvtec_ad_evaluation\evaluate_experiment.py", line 148, in calculate_au_pro_au_roc prediction = util.read_tiff(pred_name) File "E:\PycharmProjects\EfficientAD-main\mvtec_ad_evaluation\generic_util.py", line 105, in read_tiff raise IOError('Found multiple files with a TIFF extension at' OSError: Found multiple files with a TIFF extension at E:\PycharmProjects\EfficientAD-main\output\1\anomaly_maps\mvtec_ad\bottle\test\broken_large\000 Please specify which TIFF extension to use via the exts parameter of this function.

HoseinHashemi commented 2 months ago

Pass the argument exts=['.tiff'] to the util.read_tiff(pred_name) and it must solve the issue. So line 148 of evaluate_experiment.py should look like : prediction = util.read_tiff(pred_name, exts=['.tiff'])

Or alternatively, the function could be changed to deal with the issue.