2020-08-28 12:12:32 +00:00
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# JMTrans - Japanese Manga Translator
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2020-09-09 03:55:20 +00:00
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get japanese manga from url to translate manga image using SickZil(tensorflow model), google ocr and eztrans xp
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2020-09-09 04:16:51 +00:00
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download latest version
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2020-09-09 04:16:14 +00:00
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https://github.com/ttop32/JMTrans/releases/latest
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/download/asset-name.zip
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2020-09-09 04:16:51 +00:00
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pre released colab version
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2020-08-19 14:30:51 +00:00
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https://colab.research.google.com/drive/1XbR7fNXtT4TGlLI1FBcCQv7Gj5mlDvwb?usp=sharing
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2020-08-19 14:34:05 +00:00
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2020-09-09 04:16:14 +00:00
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2020-08-19 14:34:05 +00:00
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# result
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2020-08-19 17:21:24 +00:00
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2020-08-19 17:21:46 +00:00
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2020-08-19 17:47:36 +00:00
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2020-08-19 14:39:32 +00:00
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2020-08-24 02:08:26 +00:00
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# Workflow
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2020-08-24 02:10:15 +00:00
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- use gallery-dl to get managa from url
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- do text segmentation from manga image using SickZil
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2020-08-24 02:11:23 +00:00
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- use opencv to crop text image based on text segmentation results
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2020-08-24 02:10:15 +00:00
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- get text from image using pytesseract ocr and nhocr
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- translating using googletrans
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- use pil to place translated text
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2020-08-24 02:08:26 +00:00
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# Supported url
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gallery-dl is used to download. Its support sites are:
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2020-08-24 02:12:17 +00:00
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- [supported site list](https://github.com/mikf/gallery-dl/blob/master/docs/supportedsites.rst)
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2020-08-24 02:08:26 +00:00
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2020-08-19 17:34:35 +00:00
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# Acknowledgement and References
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2020-08-19 17:35:34 +00:00
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- [SickZil-Machine](https://github.com/KUR-creative/SickZil-Machine)
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2020-08-19 17:34:35 +00:00
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- [OpenCV with Python wrapper](https://pypi.org/project/opencv-python/)
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- [Google Translate API for Python](https://pypi.org/project/googletrans/)
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2020-08-19 17:35:34 +00:00
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- [Tesseract](https://github.com/tesseract-ocr/tesseract)
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2020-08-19 17:34:35 +00:00
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- [Pytesseract](https://pypi.python.org/pypi/pytesseract)
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- [nhocr](https://github.com/fireae/nhocr)
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2020-08-23 15:43:14 +00:00
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- [text-detection](https://github.com/qzane/text-detection)
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2020-09-09 03:45:27 +00:00
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- [ehnd](https://github.com/sokcuri/ehnd)
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- [cefpython](https://github.com/cztomczak/cefpython)
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2020-09-09 03:51:41 +00:00
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- [google drive](https://developers.google.com/drive/api/v3/quickstart/python)
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2020-09-09 03:45:27 +00:00
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# pip requirements
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2020-09-09 03:48:46 +00:00
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python3.5
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2020-09-09 03:48:02 +00:00
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pip install tensorflow==1.14.0
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pip install googletrans
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pip install tqdm funcy PyQt5 opencv-python Pillow
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pip install --upgrade google-api-python-client google-auth-httplib2 google-auth-oauthlib
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pip install pyinstaller
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pip install cefpython3
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pip install pywin32
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pip install matplotlib
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pip install imageio
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pip install pyinstaller
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2020-08-23 15:43:14 +00:00
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2020-08-19 17:35:34 +00:00
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