N0iire / Image-to-text-Translate

Image to text translator using Open AI API & Tesseract

Image-to-text translate using Tesseract & OpenAI API

This project is using :

• Open AI API to translate text
• Tesseract-OCR to collect text from image
• Opencv to enchanting image processing

Requirement

From pytesseract

• Python-tesseract requires Python 3.6+
• You will need the Python Imaging Library (PIL) (or the Pillow fork). Under Debian/Ubuntu, this is the package python-imaging or python3-imaging.
• Install Google Tesseract-OCR (additional info how to install the engine on Linux, Mac OSX and Windows). You must be able to invoke the tesseract command as tesseract. If this isn’t the case, for example because tesseract isn’t in your PATH, you will have to change the “tesseract_cmd” variable pytesseract.pytesseract.tesseract_cmd. Under Debian/Ubuntu you can use the package tesseract-ocr. For Mac OS users. please install homebrew package tesseract.
• More information is on the pytesseract documentation.
• OPEN AI API Key

HOW TO INSTALL

1. After cloning this project go to the project directory
2. Create constant.py
3. Inside constant.py write

api_key = 'YOUR-OPENAI-API-KEY'

4. open terminal ( cmd in windows )

pip install pytesseract
pip install pillow
pip install tk
pip install opencv-python
pip install openai

If issues appear this may help you

pip install --upgrade pip

HOW TO USE

1. Save your image at the root folder of this project.

example : " C:\Image-to-text-Translate\ "

2. At translate.py change the value inside gambar variable to your image name and extention.

gambar = 'YOUR_IMAGE_NAME.YOUR_IMAGE_EXTENSION' (example) : gambar = myimage.png

3. If you want to change the translated language, go to line 70 and change the following code:

response = openai.Completion.create(
    engine=model_engine,
    prompt="translate '" + text + "' to Bahasa",
    max_tokens=1024,
    n=1,
    stop=None,
    temperature=0.5,
)

to

response = openai.Completion.create(
    engine=model_engine,
    prompt="translate '" + text + "' to YOUR_LANGUAGE_CHOICE",
    max_tokens=1024,
    n=1,
    stop=None,
    temperature=0.5,
)

IMPORTANT

Supported Language.

• Eng
• Germany
• Italy
• French
• Korean
• Russian
• Chinese (sim)
• Vietnamese
• Thailand

Supported Image Extention

• jpeg
• jpg
• png

Future Update

1. Symbolic languange and/or right-to-left recognation & translation.
2. Enchanting image processing.
3. Many more...

License & How to Contribute

This project is open for everyone, feel free to use it for any case.

But if you can, please don't delete my github username in the `translate.py` file. Thanks!