VAND-APRIL-GAN
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ByChelsea
[CVPR 2023 Workshop] VAND Challenge: 1st Place on Zero-shot AD and 4th Place on Few-shot AD
I want to view the heatmap like in the paper, But I can't find the way. Someone can help me?. Give me some code or document to do it
您好，我在修改train.py文件进行网络训练的时候，在最后loss计算梯度的时候出现了如下错误：RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation，请问您知道该问题如何解决吗？我的cuda版本12.2，因此使用requirement.txt中的版本不合适，我先使用了torch2.1.0的版本，之后更换到 2.2.1+cu118版本均会出现该问题。希望您的回复。
Hello dear authors！In the code "image_features, patch_tokens = model.encode_image(image, features_list)", is "image_features" the global image representations? Just like the source code in openclip: "image_features = model.encode_image(image)", as we always do....
在train.py中： if args.dataset == 'mvtec': train_data = MVTecDataset(root=args.train_data_path, transform=preprocess, target_transform=transform, aug_rate=args.aug_rate) 并未设置mode='train',而 MVTecDataset中mode的默认值为 'test' 。下述代码： if mode == 'train': # 如果模式是 'train' self.cls_names = [obj_name] # 将对象名称添加到类别名称列表 save_dir = os.path.join(save_dir,...
Can I test without loading pre-trained weights, and how do I set the checkpoint_path?
Hello, thank you for your contribution to anomaly detection in the zero-shot learning domain. However, I have a question that I found in the code and I hope you can...
Why did you set the epoch to 3 when training the MVTec dataset, but to 15 when training the Visa dataset? I noticed that the loss on MVTec was still...
Thank you so much for your code in AND-APRIL-GAN. Thanks to your published code, I was able to study this field better and understand coding more deeply. However, I have...
