Megvii-BaseDetection/DenseTeacher

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DenseTeacher: Dense Pseudo-Label for Semi-supervised Object Detection

Stars: 131
Forks: 12
Open beginner issues: 0
Indexed issues: 17

Dominant language: Python
License: Apache-2.0
Last GitHub push: Dec 8, 2022
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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17 open issues indexed

I want to reproduce the various experimental data charts in the paper, how can I obtain the various evaluation indicators of the model? Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#46 · Opened Apr 11, 2025
Can a two-stage detection model be used as a teacher model for Dense Teacher Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#43 · Opened Jan 29, 2024
Is Hard Negative Mining implemented? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#42 · Opened Jan 17, 2024
Impact of batchsize on performance Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#41 · Opened Aug 17, 2023
是否提供模型权重 Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#40 · 2 comments · Opened Jul 16, 2023
请问一下Dense teacher提出的DPL是否其实只是针对预测的类别分支？ Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#39 · 2 comments · Opened May 30, 2023
自有数据集 Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

Megvii-BaseDetection/DenseTeacher#38 · 1 comment · Opened May 25, 2023
install errors Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#37 · 3 comments · Opened Apr 24, 2023
Cannot reproduce the results of the paper Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#36 · 4 comments · 1 reaction · Opened Mar 31, 2023
The result of FCOS on Unbiased Teacher V1 is different from those in Unbiased Teacher V2 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#35 · Opened Mar 21, 2023
How to save the model weight with the best training effect Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

Megvii-BaseDetection/DenseTeacher#33 · Opened Mar 1, 2023
[Dense-Teacher implemention !!! ] Dense-Teacher has been implemented in PaddleDetection, welcome to use it for research or projects! Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

Megvii-BaseDetection/DenseTeacher#32 · 1 comment · 1 reaction · Opened Feb 28, 2023
How to Train to Achieve the Result in the Paper Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#31 · 7 comments · Opened Feb 25, 2023
cocoapi does not handle empty results very well Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#24 · 9 comments · Opened Nov 9, 2022
编译错误 Open

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Megvii-BaseDetection/DenseTeacher#23 · 9 comments · Opened Oct 30, 2022
coco-p1 training divergent Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#13 · 8 comments · Opened Sep 16, 2022
Need for Pascal VOC config file Open

enhancement good first issue

Difficulty 4/5 3-5 days Newbie friendliness 25/100

Megvii-BaseDetection/DenseTeacher#10 · 6 comments · Opened Aug 20, 2022

Megvii-BaseDetection/DenseTeacher

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