NaiKang Zhong

> Contributor Hello. I see that you've been recently researching this paper, and I'm just starting to delve into this area. I've encountered some difficulties and was hoping to ask...

# VOC2007 ResNet101 448 bs 66 torchrun --nnodes=1 --nproc_per_node=6 --rdzv_id=100 --rdzv_backend=c10d \ /root/nas-private/Q2L/main_mlc.py -a 'Q2L-R101-448' \ --dataset_dir '/root/nas-private/Dataset' \ --backbone resnet101 --dataname voc2007 --batch-size 66 --print-freq 40 \ --output './output/ResNet_448_voc2007/'...

Thank you for your response.@wkcn. I am currently working on a multi-label image classification task, and the specific evaluation metric is mAP (mean average precision). For each class, there is...

I have solved the problem,thank you!

Hello, I noticed your comment on CSDN where you pointed out some issues. I see that you've been recently researching this paper, and I'm just starting to delve into this...

> https://github.com/curt-tigges/query2label > […](#) > ------------------ Original ------------------ From: Zhong1015 ***@***.***> Date: Tue,Oct 17,2023 0:26 PM To: SlongLiu/query2labels ***@***.***> Cc: Chord-19 ***@***.***>, Author ***@***.***> Subject: Re: [SlongLiu/query2labels] there is a...

> The blog’s codes are easy to use with a little revise in data loader script, I do not use the paper’s origin code. > […](#) > ------------------ Original ------------------ From:...

你说的是注意力热力图？

> @Zhong1015 您好，我查了下就是类似于论文中给出的网络关注的地方，我搜到了一些实现方式例如cam工具，但是我并不是太会使用，因为我想看一下网络在我自己的数据上其关注的地方是否有问题 我之前也尝试过用grad cam工具实现，但是对于自定义的模型，我没有成功得到想要的热力图。不过针对Q2L可以通过输出Transformer自注意力层的部分输出来实现注意力热力图的生成。

Yes. You can get the correct answer with a learning rate of 0.0001 ------------------ Original ------------------ From: Tong-king ***@***.***> Date: Wed,Nov 27,2024 8:33 AM To: SlongLiu/query2labels ***@***.***> Cc: NaiKang Zhong...