Comments (4)
Because during base training step, we only train base class. That's to say, no instance of novel classes is trained.
If my memory is right, during the base training stage, the classifier's shape weight is [61,1024], which means the model can't predict any novel class.
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Thanks. So how is the Baseline-FPN results in Table 4 calculated ? (on both base and novel classes) @Chauncy-Cai
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Thanks. So how is the Baseline-FPN results in Table 4 calculated ? (on both base and novel classes) @Chauncy-Cai
@Fly-dream12
Hi, we forget the reference in Table 4. We added the reference to the paper in an update to the arxiv. Please refer to the new version.
The first two lines, Baseline-FPN and MPSR, are directly coming from the paper MPSR (https://arxiv.org/abs/2007.09384). The 3rd and 4th lines are ours results. The method are different. Please refer to that paper for details.
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Thanks. So how is the Baseline-FPN results in Table 4 calculated ? (on both base and novel classes) @Chauncy-Cai
Clearly the base detector model can not predict novel instances. The Base AP and Novel AP are for the novel fine-tuned model. The point is, after fine-tune, which method "forget" less about base.
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Related Issues (20)
- Is there a requirements document here? HOT 3
- 结果是否为多次实验取平均
- GPU: 3090, I can't install cuda10 0, how can I compile it? HOT 2
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- python setup.py build develop HOT 13
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- I can not get the same results in split 1 and shot 10? I just have one gpu 3090. HOT 4
- Train on myself dataset
- AssertionError: Box regression deltas become infinite or NaN! HOT 2
- --opts KeyError: 'Non-existent config key: MODEL.WETGHTS'
- Hello~Where should this code be added?
- I have not found where requirements.txt is.
- I only have a V100 32G ,could realize this model?
- How long does the training step take?
- Where is the requirements.txt? HOT 1
- 我想知道fine tune的时候terminal会显示cl loss的变化吗(I want to know if the terminal will display the change of cl loss during fine-tuning)
- 我想知道fine tune的时候terminal会显示cl loss的变化吗(I want to know if the terminal will display the change of cl loss during fine-tuning)
- question about contrastive loss HOT 1
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