Member-only story
Document Scanner App
Hello everyone!
Today, I would like to share with you the demo project of a document scanner application that we developed as a freelancer with a client in Germany. The project includes a system that automatically scans the receipts and documents on hand and converts them into text. For freelancers who want to take part in comprehensive projects, I would like to share with you the stages I followed in this project:
1️⃣ Understanding the Problem: We started by listening to customer needs and understanding their problems.
2️⃣ Planning: A good plan is the foundation of the project. We shaped the project by determining the technologies in advance and planning the stages.
3️⃣ Data Preparation: We prepared the data using OCR (Optical Character Recognition) to extract text from business card images.
4️⃣ Data Processing: We made the data ready for training by manually labeling with BIO labeling.
5️⃣ Prediction and Bounding Boxes: We predicted entities and placed bounding boxes in new images using the trained NER model.
