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Link update and Correct Spelling mistake #148

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Link update and Correct Spelling mistake #148

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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -7,7 +7,7 @@ This software implements the Convolutional Recurrent Neural Network (CRNN), a co

**UPDATE May 1, 2017** A PyTorch [port](https://github.com/meijieru/crnn.pytorch) has been made by [@meijieru](https://github.com/meijieru).

**UPDATE Jun 19, 2017** For an end-to-end text detector+recognizer, check out the [CTPN+CRNN implementation](https://github.com/AKSHAYUBHAT/DeepVideoAnalytics/tree/master/notebooks/OCR) by [@AKSHAYUBHAT](https://github.com/AKSHAYUBHAT).
**UPDATE Jun 19, 2017** For an end-to-end text detector+recognizer, check out the [CTPN+CRNN implementation](https://github.com/AKSHAYUBHAT/DeepVideoAnalytics/) by [@AKSHAYUBHAT](https://github.com/AKSHAYUBHAT).

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Expand Down Expand Up @@ -54,7 +54,7 @@ Follow the following steps to train a new model on your own dataset.

1. Create a new LMDB dataset. A python program is provided in ``tool/create_dataset.py``. Refer to the function ``createDataset`` for details (need to ``pip install lmdb`` first).
2. Create model directory under ``model/``. For example, ``model/foo_model``. Then create
configuraton file ``config.lua`` under the model directory. You can copy ``model/crnn_demo/config.lua`` and do modifications.
configuration file ``config.lua`` under the model directory. You can copy ``model/crnn_demo/config.lua`` and do modifications.
3. Go to ``src/`` and execute ``th main_train.lua ../models/foo_model/``. Model snapshots and logging file will be saved into the model directory.


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