OCR Segmentation

a deep learning model for page layout analysis / segmentation.

dependencies

tensorflow1.8

python3

dataset:

make training labels

python3 data_pre_process.py

train

python3 train_test.py

test

python3 segmentation.py

references

Multi-Dimensional Recurrent Neural Networks
Robust_ Simple Page Segmentation Using Hybrid Convolutional MDLSTM Networks
https://github.com/NVlabs/ocroseg
https://github.com/philipperemy/tensorflow-multi-dimensional-lstm

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
lines		lines
make_training_labels		make_training_labels
70-lstm-layout.pdf		70-lstm-layout.pdf
80-lstm-text.pdf		80-lstm-text.pdf
README.md		README.md
md_lstm.py		md_lstm.py
segmentation.py		segmentation.py
train_test.py		train_test.py

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lines

lines

make_training_labels

make_training_labels

70-lstm-layout.pdf

70-lstm-layout.pdf

80-lstm-text.pdf

80-lstm-text.pdf

README.md

README.md

md_lstm.py

md_lstm.py

segmentation.py

segmentation.py

train_test.py

train_test.py

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OCR Segmentation

dependencies

dataset:

make training labels

train

test

references

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OCR Segmentation

dependencies

dataset:

make training labels

train

test

references

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