Megvii-BaseDetection/DenseTeacher

Need for Pascal VOC config file

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#10 opened on Aug 20, 2022

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Description

The released code just include coco config. I wonder if you can give the VOC related code, or just the configuration file is also OK.

I tried to use the configuration about VOC given in the paper,setting VOC 2007 train as labeled data & VOC 2012 train as unlabeled data.But I got an unstable training process.

Set trainer as follow:

│ TRAINER │ {'DISTILL': {'GAMMA': 2.0,
│ │ 'RATIO': 0.01,
│ │ 'SUPPRESS': 'linear',
│ │ 'SUP_WEIGHT': 1,
│ │ 'UNSUP_WEIGHT': 1,
│ │ 'WEIGHTS': {'DELTAS': 1.0, 'LOGITS': 2.0, 'QUALITY': 1.0}}, │ │ 'EMA': {'DECAY_FACTOR': 0.9996, 'START_STEPS': 3000, 'UPDATE_STEPS': 1},
│ │ 'NAME': 'SemiRunner',
│ │ 'SSL': {'BURN_IN_STEPS': 5000}}

Is that right?

Could you help me, please

Contributor guide

Research direction
Locate the configuration files for COCO in the repository and create a similar configuration for VOC datasets. Ensure to adjust dataset paths and class numbers accordingly.
Tech stack
python
Domain
ai
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2
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1-3 hours
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Python
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75