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## タイトル: 変分オートエンコーダを用いた異常検知:比較研究
## リンク: https://arxiv.org/abs/2408.13561
## 概要:
本論文は、異常検出に用いられる最新の変分オートエンコーダ(VAE)アーキテクチャの比較分析を行い、この特定タスクにおけるパフォーマンスと挙動特性を明らかにすることを目的とする。検討対象となるアーキテクチャ構成は、元のVAEベースラ…
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Hi, I was trying to evaluate the pretrained PatchCore models for all MVTec AD subdatasets using these commands:
![MicrosoftTeams-image](https://user-images.githubusercontent.com/45484074/202090252-fa…
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I use valid code that the author gives,but the there is something wrong that shows “ assert len(set(init_queries)) == len(init_queries) ”
I hope someone who meet this question can help me
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Hi,
I downloaded the MVTec dataset and am trying to launch the training using carpet images.
However, when I try to run the train.py script `python3 train.py -d mvtec/carpet/ -a mvtecCAE -b 2 -l ss…
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Hi Author,
We've trained 15 UNets using the provided generated data and conducted segmentation tests. We would like to ask you some questions:
1. The provided data only contains 500 image-mask pairs…
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ppt 만들기 5장
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Hello, I encountered the following issue in "test_functions. py while reading your code and want to consult with you:
"def detection_Test (model, vgg, test_dataloader, config):
Normal_ Cl…
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### OpenVINO Version
2024.2.0
### Operating System
Windows System
### Device used for inference
GPU
### Framework
PyTorch
### Model used
Padim
### Issue description
inferencer = OpenVINOInf…
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作者你好
我们在修改代自定义数据集custom文件夹时,在没有“预定义标签”的情况下,代码运行检测出来的指标数值全部为0,
请问:这个论文的初衷不是围绕“无标签图像”的吗?然后,实际上的代码是需要“预先设定标签的”,
如:MVTEC,VISA等,这种公开数据集,都是全部预…
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Dear authors, I couldn't find the mask generation checkpoints of hazelnut class in the drive. Could you please upload them?