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Image Classification training/validation/prediction script for Python/PyTorch

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Image classification script for Python/PyTorch

Supported dataset

  1. caltech101 for classification (http://www.vision.caltech.edu/Image_Datasets/Caltech101/)

How to use

  1. Install requirements
  2. Edit configurations in (a) mypath.py, (b) go_train.sh.

Additional Notes

  1. Selective-layer-wise freezing in training available.
  2. tucker decomposition for freezed conv layer in training time is available. (for tucker decomposition implementation, I referred https://github.com/jacobgil/pytorch-tensor-decompositions)

For more details about configurations, please refer arguments(args) in train.py.

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Image Classification training/validation/prediction script for Python/PyTorch

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