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Text Detection and Recognition using Deep Learning

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Suri-Lens

This is a Text Detection and Recognition app with performance comparable to Google Lens's Text Selection feature.

Reqiurements

  • OpenCV >= v3.4.2
  • PyTesseract : pip install pytesseract
  • imutils : pip install --upgrade imutils

Usage

python main.py --image=[IMAGE_PATH]

Command Line arguments :

  • --image : The path to our input image.
  • --east : The EAST scene text detector model file path.
  • --min-confidence : Probability threshold to determine text. Optional with default=0.8 .
  • --width : Resized image width — must be multiple of 32. Optional with default=320 .
  • --height : Resized image height — must be multiple of 32. Optional with default=320 .

Important: The EAST text requires that your input image dimensions be multiples of 32, so if you choose to adjust your --width and --height values, make sure they are multiples of 32!

Demo

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Text Detection and Recognition using Deep Learning

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