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Commit 1ad96370 authored by Harald Scheidl's avatar Harald Scheidl
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consistent naming of links

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...@@ -149,7 +149,7 @@ If you need a better accuracy, here are some ideas how to improve it \[2\]: ...@@ -149,7 +149,7 @@ If you need a better accuracy, here are some ideas how to improve it \[2\]:
* Data augmentation: increase dataset-size by applying further (random) transformations to the input images. At the moment, only random distortions are performed. * Data augmentation: increase dataset-size by applying further (random) transformations to the input images. At the moment, only random distortions are performed.
* Remove cursive writing style in the input images (see [DeslantImg](https://github.com/githubharald/DeslantImg)). * Remove cursive writing style in the input images (see [DeslantImg](https://github.com/githubharald/DeslantImg)).
* Increase input size (if input of NN is large enough, complete text-lines can be used, see [lamhoangtung/LineHTR](https://github.com/lamhoangtung/LineHTR)). * Increase input size (if input of NN is large enough, complete text-lines can be used, see [lamhoangtung/LineHTR](https://github.com/lamhoangtung/LineHTR)).
* Add more CNN layers ([see this issue for a possible implementation](https://github.com/githubharald/SimpleHTR/issues/38)). * Add more CNN layers ([see discussion](https://github.com/githubharald/SimpleHTR/issues/38)).
* Replace LSTM by 2D-LSTM. * Replace LSTM by 2D-LSTM.
* Replace optimizer: Adam improves the accuracy, however, the number of training epochs increases ([see discussion](https://github.com/githubharald/SimpleHTR/issues/27)). * Replace optimizer: Adam improves the accuracy, however, the number of training epochs increases ([see discussion](https://github.com/githubharald/SimpleHTR/issues/27)).
* Decoder: use token passing or word beam search decoding \[4\] (see [CTCWordBeamSearch](https://github.com/githubharald/CTCWordBeamSearch)) to constrain the output to dictionary words. * Decoder: use token passing or word beam search decoding \[4\] (see [CTCWordBeamSearch](https://github.com/githubharald/CTCWordBeamSearch)) to constrain the output to dictionary words.
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