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[CVPR2023 Highlight] Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection

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Is this issue because the CUDA version is incorrect? If so, what should be the correct CUDA version? I am using cuda11.1+torch 1.9.0.

For the configuration file, I only changed the data path and the number of categories.Run the following code: python tools/train.py configs/consistent-teacher/consistent_teacher_r50_fpn_coco_180k_10p.py --work-dir ./work-dir --gpus 1 Then, /root/anaconda3/envs/cont2/lib/python3.6/site-packages/mmdet/models/builder.py:53: UserWarning: train_cfg and...

is it possible to change the detector to yolov5?

I have 1 GPU,and i run the code for 4000iters. Before testing, I copyed DynamicSoftLabelAssigner to ConsistentTeacher-main\thirdparty\mmdetection\mmdet\core\bbox\assigners and change __init__.py ``` from .dynamic_assigner import DynamicSoftLabelAssigner __all__ = [ 'BaseAssigner', 'MaxIoUAssigner',...

hi, I have met the problem when I want to run "bash dist_test.sh". This issue does not appear to be related to the config file. Could you tell me how...

I can train normally on 2*v100, but the following error occurred on 8*v100. Have you encountered it? Thanks! ![image](https://github.com/Adamdad/ConsistentTeacher/assets/93500522/b27de0d6-0089-48e2-a798-52cd60114cbd)

Hello, the result of running the code directly differs significantly from the result displayed in your paper. I guess it's due to a problem with the training method, so I...

Thank you for your contribution. I have successfully installed and run the RetinaNet version. It's truly excellent. So I would now like to utilize your session with FCOS for my...

您好,类似于问题26,我有相似的疑问。我阅读了代码,不知道我的理解是否准确。 在每轮训练中有两次过滤,第一次使用每个类的阈值筛选边界框(未使用GMM,是一个粗略的检测框过滤),第二次使用GMM计算全类别的平均gmm_thr,再次过滤。 ![1](https://github.com/Adamdad/ConsistentTeacher/assets/82348286/db922d51-c799-412c-9941-f653b4c672c8) ![2](https://github.com/Adamdad/ConsistentTeacher/assets/82348286/aadceb99-f61f-48e2-97fe-2ca421ce357c)

As show in readme file. I use mmcv == 1.7.2, however, when I use mmdet>2.25.3, it will give me: ```powershell ModuleNotFoundError: No module named 'mmcv._ext' ext_module = ext_loader.load_ext( File "/opt/conda/lib/python3.10/site-packages/mmcv/utils/ext_loader.py",...