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`Our proposed PSAD and other comparison methods are evaluated using image AUROC scores. As there is no ground truth for segmentation task`.
However, I see mvtec_loco_ad provides the segmentation mas…
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Dear Thomine
Thanks for your contribution to the unsupervised defect detection and localization field. I am interested in your open-sourced dataset. However, I find that there is no corresponding l…
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How to visualize some anomaly localization results?
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- https://arxiv.org/abs/2104.04015
- CVPR 2021
本研究では、異常データがなくても画像の未知の異常パターンを検出する、高性能な欠陥検出モデルの構築を目指す。
そのために、通常の学習データのみを用いて異常検出器を構築する2段階のフレームワークを提案します。
まず、自己教師付きの深層表現を学習し、次に学習した表現に基づいて生成的な1クラス分類器…
e4exp updated
3 years ago
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您好!近日拜读过您发表在IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS的大作《Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization》,我受益良多,深受启发,运行源代码,结果跟您的结果有一些差别,想麻烦您看一下,是这些参数的问题吗?此外关于dataset.p…
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really appreciate your great work. One question, could the network locate defect area?in a word, could it be explainable?
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Hello, I went to test.py to generate a visualization of the anomaly localization after the training, following the closed way that others have asked you before, and I got the following error.What is t…
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@akvedi
Hi Aaditya
As promised, I'm sending you my Lexicon localization proposal. For html files, I've used the [TinyWebEx Localizer](https://github.com/TinyWebEx/Localizer). I've based Lexicon…
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Run the following command:
python extract_bboxes.py --proj_root=/data1/zhouwx/hf2vad-master/ --dataset_name=ped2 --mode=train
Problem:
Traceback (most recent call last):
File "data/hf2vad-mast…
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Hello.
Thanks for sharing your work!
I was wondering if you are able to provide the commands to test the training and inference
scripts for PaDim, with some mvtec dataset class.
Thanks a lot.