EasyOCR, as the name suggests, is a Python package that allows computer vision developers to effortlessly perform Optical Character Recognition.It is a Python library for Optical Character Recognition (OCR) that allows you to easily extract text from images and scanned documents. In my project I am using easyOCR to extract text from business cards.
When it comes to OCR, EasyOCR is by far the most straightforward way to apply Optical Character Recognition:
- The EasyOCR package can be installed with a single pip command.
- The dependencies on the EasyOCR package are minimal, making it easy to configure your OCR development environment.
- Once EasyOCR is installed, only one import statement is required to import the package into your project.
- From there, all you need is two lines of code to perform OCR — one to initialize the Reader class and then another to OCR the image via the readtext function.
BizCardX is a user-friendly tool for extracting information from business cards. The tool uses OCR technology to recognize text on business cards and extracts the data into a SQL database after classification using regular expressions. Users can access the extracted information using a GUI built using streamlit. The BizCardX application is a simple and intuitive user interface that guides users through the process of uploading the business card image and extracting its information. The extracted information would be displayed in a clean and organized manner, and users would be able to easily add it to the database with the click of a button. Further the data stored in database can be easily Read, updated and deleted by user as per the requirement.
- Pandas - (To Create a DataFrame with the scraped data)
- Postgesql - (To store and retrieve the data)
- Streamlit - (To Create Graphical user Interface)
- EasyOCR - (To extract text from images)