Comments (6)
@123wk45678
The code for computing the prediction map is not provided yet and we may update it later.
Getting ReLabel data for your own data is not that hard. You can use a pre-trained strong classifier (e.g., EfficientNet-L2) and get the prediction map by removing the global average pooling layer as described in our paper's appendix.
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ok,thank you ,expect this to open source your code ,author
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A bit confusing here.As described in paper,remove the global average pooling layer and add conv1x1 layer, do we need to fine-tuning this conv1x1 layer for getting label map?
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@changewOw
Indeed, the 1x1conv
layer is exactly the same as the final fully-connected
layer.
The size of the fully-connected layer's weight matrix [d x C]
(d=channel size, C=number of classes),
and we reshape it to [1 x 1 x d x C]
to be the kernel matrix of 1x1conv
.
We present the detailed descriptions in Appendix A of our paper.
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Got it! Thank you very much
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@changewOw You're welcome :)
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Related Issues (13)
- Relabel maps generating code HOT 1
- Dataset Downloading HOT 4
- ImageNet of Validation HOT 3
- Crop Coordinate Calculation. HOT 1
- LabelPooling in 4.3 Multi-Label Classification HOT 1
- infer HOT 1
- Relabling on cutmix ? HOT 5
- About the optimizers and hyper-parameters HOT 3
- Reproduce resnet 18 + relabel HOT 5
- about dataset download HOT 2
- about relabel dataset HOT 3
- How to relabel imagenet? HOT 2
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