update readme (#9)

Co-authored-by: sunhongbin <sunhongbin@sensetime.com>
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[![codecov](https://codecov.io/gh/open-mmlab/mmocr/branch/master/graph/badge.svg)](https://codecov.io/gh/open-mmlab/mmocr)
[![license](https://img.shields.io/github/license/open-mmlab/mmocr.svg)](https://github.com/open-mmlab/mmocr/blob/master/LICENSE)
MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the corresponding downstream tasks including key information extraction. It is part of the open-mmlab project developed by [Multimedia Laboratory, CUHK](http://mmlab.ie.cuhk.edu.hk/).
MMOCR is an open-source toolbox based on PyTorch and mmdetection for text detection, text recognition, and the corresponding downstream tasks including key information extraction. It is part of the open-mmlab project.
The master branch works with **PyTorch 1.5+**.
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## Benchmark and Model Zoo
Please refer to [modelzoo.md](https://mmocr.readthedocs.io/en/latest/modelzoo.html) for more details.
Please refer to [modelzoo.md](https://mmocr.readthedocs.io/en/latest/index.html) for more details.
## Installation

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sed -i '$a\\n' ../configs/textrecog/*/*.md
# gather models
cat ../configs/kie/*/*.md | sed "s/md###t/html#t/g" | sed "s/#/#&/" | sed '1i\# Kie Models' | sed 's/](\/docs\//](/g' | sed 's=](/=](https://github.com/open-mmlab/mmocr/tree/master/=g' >kie_models.md
cat ../configs/kie/*/*.md | sed "s/md###t/html#t/g" | sed "s/#/#&/" | sed '1i\# Key Information Extraction Models' | sed 's/](\/docs\//](/g' | sed 's=](/=](https://github.com/open-mmlab/mmocr/tree/master/=g' >kie_models.md
cat ../configs/textdet/*/*.md | sed "s/md###t/html#t/g" | sed "s/#/#&/" | sed '1i\# Text Detection Models' | sed 's/](\/docs\//](/g' | sed 's=](/=](https://github.com/open-mmlab/mmocr/tree/master/=g' >textdet_models.md
cat ../configs/textrecog/*/*.md | sed "s/md###t/html#t/g" | sed "s/#/#&/" | sed '1i\# Text Recognition Models' | sed 's/](\/docs\//](/g' | sed 's=](/=](https://github.com/open-mmlab/mmocr/tree/master/=g' >textrecog_models.md