GitHub - sauravbiswasiupr/deskewing: Contains code to deskew images using MLPs, LSTMs and LLS tranformations

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Contains code to deskew images using MLPs, LSTMs and LLS tranformations

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Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
.pynative		.pynative
.gitignore		.gitignore
LSTM.py		LSTM.py
LSTM_deskewer_batch.sh		LSTM_deskewer_batch.sh
MLP.py		MLP.py
MLP_multi.py		MLP_multi.py
MLP_stochastic.py		MLP_stochastic.py
README		README
binarize.py		binarize.py
create_dataset.py		create_dataset.py
data_creator.sh		data_creator.sh
deskewing_LSTM.py		deskewing_LSTM.py
deskewing_MLP_softmax.py		deskewing_MLP_softmax.py
linear_least_sq.py		linear_least_sq.py
multiMLP_runner.sh		multiMLP_runner.sh
multiMLP_softmax.sh		multiMLP_softmax.sh
multirunner_multi_layer_skews.sh		multirunner_multi_layer_skews.sh
runner.sh		runner.sh
varying_skews_LSTM.py		varying_skews_LSTM.py

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Code to deskewing skewed images using LSTMs, MLPs and Linear Least Squares. Contains batch scripts to run number of experiments for deskewing. Currently LSTM deskews well for arbitrary length of skewed images.