A python application to extracts text from images and translate the text to english
->Python 3.7 with the following packages installed
-imutils
-googletrans
-pillow
-OpenCV2(cv2)
-numpy
-pytesseract
->Tesseract-OCR: Tesseract OCR Mannhiem
Do ensure that you download the list of language package you need.
Add a path in the system environment variable for access.
->EAST Text Detector Model: Download
Download this for text detection(Link given). It is a pre-trained model to detect text from image.
Step 1:
Download all the files specified in the requirement and install in properly.
Step 2:
Run the db.py file first and then Beta_2.1 using command prompt or anaconda command prompt(prefered).
Step 3:
The GUI would pop up if all the files were installed properly.
Step 4:
Enter the language to be detected.
Step 5:
Import the model.pb file.
Step 6:
Upload the image.
Step 7:
Keep pressing enter to move the detection box to the words which need to be translated.