Intelligent Information Extraction System
Information extraction from handwritten account opening forms
Account opening forms contain details about the person written in handwritten form. A combination of AI models with the region of interest detection, language classifier, OCR, and spelling correction was used for this task. Data for Nepali OCR was also created for this task. Trained the model for Nepali OCR and reported a 25% character error rate.
Technologies used: Tensorflow, OpenCV, Streamlit, OCRs, Docker and Shell scripting