aspg-3-731-1791417348 20261007235548 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2021 4 2 Rachna Tewani Data Scientist ,Great Learning, India Arun K. Dubey Bharati Vidyapeeth's College of Engineering, INDIA Achin Jain Bharati Vidyapeeth's College of Engineering, INDIA Eshika Agarwal Bharati Vidyapeeth's College of Engineering, INDIA Disha Mittal Bharati Vidyapeeth's College of Engineering, INDIA In today's world, everything is getting digitized, and widespread use of data scanning tools and photography. When we have a lot of image data, it becomes important to accumulate data in a form that is useful for the company/organization. Doing it manually is a tedious task and takes an ample amount of time. Hence to simplify the job, we have developed a FLASK API that takes an image folder as an object and returns an excel sheet of relevant data from the image data. We have used optical character recognition and software like pytesseract to extract data from images. Further in the process, we have used natural language processing, and finally, we have found relevant data using the globe and regex module. This model is helpful in data collection from Registration certificates which helps us store data like chassis number, owner name, car number, etc., easily and can be applied to Aadhaar cards and pan cards. 2021 56 61 731 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.040201 https://www.americaspg.com/journal/3/article/731 https://www.americaspg.com/storage/6884.pdf