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

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I have been experiencing various errors while configuring the environment. Do you have a detailed and complete set of environment configuration steps?

![image](https://github.com/Adamdad/ConsistentTeacher/assets/93500522/a06b7dfa-1aba-4e84-bcdb-1fdc6f16f69a) May I ask if there is a parallel issue with multiple cards here? Is there any solution? I used four v100 graphics cards to run.

hello,Is there any way to make install after so that my mmdet is not the latest version?

Hi, congradulation on your works! Trying to add some modules based on your design, I found that at [https://github.com/Adamdad/ConsistentTeacher/blob/main/ssod/models/dense_heads/fam3d.py#L168](url), the bbox regression is decoded before fam-3d. Is this necessary? May...

When I train the model with consistent_teacher_r50_fpn_coco_180k_10p_2x8.py on one GPU, the result is too low. And I didn't change the parameters. `[>>>>>>>>>>>>>>>>>>>>>>>>>>] 5000/5000, 43.4 task/s, elapsed: 115s, ETA: 0s2023-05-20 11:33:56,083...

Hi, Adam. I have a question about your pipeline setting in **line 233** in `configs/consistent-teacher/consistent_teacher_r50_fpn_coco_180k_10p.py,` where the setting of `type="MultiBranch", unsup_teacher=strong_pipeline, unsup_student=weak_pipeline` is different from that in your paper(the tag...

Has there been any changes in the current versions of mmdet and mmcv? I have encountered several issues while trying to reproduce the experiments, such as problems with importing config...

I had an error while running detect code, but inference code is okay. RuntimeError: DeformConv is not compiled with GPU support my env mmcv-full : 1.7.1 mmdetection : 2.28.0 python...

Since the save_dir is probably not created, create it automatically. Also, fix the problem of double '//' in the path.

![image](https://user-images.githubusercontent.com/71758309/234772686-e81857fe-8eb9-43dd-8ec8-3b5eff965bf9.png)