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All Projects → Ylexx → Bilinear_CNN

Ylexx / Bilinear_CNN

Licence: other
A pytorch implementation of Bilinear CNNs for Fine-grained Visual Recognition(BCNN).

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python
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Labels

pytorchvggbcnnbilinear

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Bilinear_CNN

A pytorch implementation of Bilinear CNNs for Fine-grained Visual Recognition(BCNN).

Requirements

  • python 2.7
  • pytorch 0.4.1

Train

Step 1.

Step 2.

  • Set the path to the dataset and vgg parameters in the code.

Step 3. Train the fc layer only. It gives 77.30% test set accuracy.

  • python train_last.py

Step 4. Fine-tune all layers. It gives 84.40% test set accuracy.

  • python train_finetune.py
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