This is a Simple project that have been developed for extracting details from Uva Wellassa University Id Card. We created this for our third year Image Processing Project. In here if you provide a valid Id card then it extract the details and save it to file. Note: This Project is still under development. So if you like to contibute you can contribute to this project.
- install Tensorflow (setup instructions)
- install opencv (setup instructions, Docs)
- install pytesseract (setup instructions)
- install Streamlit (setup instructions)
pip install tensorflow
pip install cv2
pip install pytesseract
pip install streamlit
In here first I have trained a model using Neural Network to detect the Id Card and the did some opencv methods to extract your photo in Id card. and used Teserect-ocr LSTM to extract the text in image.
- We need to extract only the Name,ID,Faculty and Degree Part from the whole Image insted of extracting all the text
- We need to add only the id card (Document Scanned ID) to get a better and perfect result. So we need to find a way to solve it.
