OCR
In this article we explore OmniParser a UI screen parsing pipeline combining fine tuned YOLO model for icon detection and Florence2 for icon recognition and icon description generation
In this article we carry out handwritten text recognition using OCR We fine tune the TrOCR model on the GNHK dataset
In this article we are fine tuning the TrOCR Small Printed model on the SCUT CTW1500 dataset to improve its performance on curved text
In this article we explore TrOCR architecture models training strategy and run inference using HuggingFace
Optical Character Recognition is the process of recognizing text from an image by understanding and analyzing its underlying patterns We will implement and compare various OCR algorithms provided by PaddleOCR
Deep learning has been one of the fastest growing technologies in the modern world Deep learning has become part of our everyday life from voice assistant to self driving cars
