# manga translator
get japanese manga from Hitomi to translate manga image using SickZil(tensorflow model), ocr(pytesseract ocr and nhocr) and googletrans
 
https://colab.research.google.com/drive/1XbR7fNXtT4TGlLI1FBcCQv7Gj5mlDvwb?usp=sharing

# Supported Languages (for destination translation)
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

# 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)

# 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)