# manga translator
get japanese manga from url to translate manga image using SickZil(tensorflow model), ocr(pytesseract ocr and nhocr) and googletrans
 
This project code is still under processing on the colab environment. For use, run colab in below url.
https://colab.research.google.com/drive/1XbR7fNXtT4TGlLI1FBcCQv7Gj5mlDvwb?usp=sharing

# result
![result](doc/result1.png)
![result](doc/result2.png)
![result](doc/result3.png)
![result](doc/result4.png)
![result](doc/result5.png)
![result](doc/result6.png)
![result](doc/result7.png)

# Workflow
use gallery-dl to get managa from url 
do text segmentation from manga image using SickZil
get text from image using pytesseract ocr and nhocr
translating using googletrans
use pil to place translated text

# Supported Languages (for destination translation)
For translating, it uses google trans. It supports :
afrikaans, albanian, amharic, arabic, armenian, azerbaijani, basque, belarusian, bengali, bosnian, bulgarian, catalan, chichewa, chinese (simplified), chinese (traditional), corsican, croatian, czech, danish, dutch, english, esperanto, estonian, filipino, filipino, finnish, french, frisian, galician, georgian, german, greek, gujarati, haitian creole, hausa, hawaiian, hindi,  hungarian, icelandic, igbo, indonesian, irish, italian, japanese,  kazakh, khmer, korean, kurdish (kurmanji), kyrgyz, lao, latin, latvian, lithuanian, luxembourgish, macedonian, malagasy, malay, malayalam, maltese, maori, marathi, mongolian, myanmar (burmese), nepali, norwegian, pashto, persian, polish, portuguese, punjabi, romanian, russian, samoan, scots gaelic, serbian, sesotho, shona, sindhi, sinhala, slovak, slovenian, somali, spanish, sundanese, swahili, swedish, tajik, tamil,  thai, turkish, ukrainian, urdu, uzbek, vietnamese, welsh, xhosa, yiddish, yoruba, zulu

# Supported url
gallery-dl is used to download. Its support sites are:
- [text-detection](https://github.com/mikf/gallery-dl/blob/master/docs/supportedsites.rst)

# Acknowledgement and References
- [SickZil-Machine](https://github.com/KUR-creative/SickZil-Machine)
- [OpenCV with Python wrapper](https://pypi.org/project/opencv-python/)
- [Google Translate API for Python](https://pypi.org/project/googletrans/)
- [Tesseract](https://github.com/tesseract-ocr/tesseract)
- [Pytesseract](https://pypi.python.org/pypi/pytesseract)
- [nhocr](https://github.com/fireae/nhocr)
- [text-detection](https://github.com/qzane/text-detection)