What validation method is used to select the model for which results are reported on the ICDAR2015 test set?
I was unable to find how a model is selected while reading the paper and looking through the source code. It seems like the complete training set is used for training, so no data is left for a separate validation set.
I am trying to reproduce the results using PyTorch. My model is performing reasonably well, but the results are rather unstable over different epochs. Some validation method is needed to properly select a good model and experiment with hyperparameters while preventing overfitting on the test set.
What validation method is used to select the model for which results are reported on the ICDAR2015 test set?
I was unable to find how a model is selected while reading the paper and looking through the source code. It seems like the complete training set is used for training, so no data is left for a separate validation set.
I am trying to reproduce the results using PyTorch. My model is performing reasonably well, but the results are rather unstable over different epochs. Some validation method is needed to properly select a good model and experiment with hyperparameters while preventing overfitting on the test set.
Thank you!