/ocr

Primary LanguagePython

#OCR (Optical Character Recognition)

  • OCR (Optical Character Recognition)is the way to detect and read the characters written in image in certain language.
  • The dataset used is the combination of datasets from Kaggle , University of Surrey.
  • The approach used to train the model is by using ResNet50, and got the accuracy of 95% to detect the english words.
  • Real-Time detection of the Characters is by using canny edge detector after apply certain noise removal techniques.