PIRDS – Prescription Image Recognition and Digitalizing System is a OCR make with Tensorflow
PIRDS – Prescription Image Recognition and Digitalizing System is a OCR make with Tensorflow that digitalises images of Prescription of Handwritten Texts by Doctors.
Abstract
PIRDS does the Digital transformation of hand-written prescription text using advance image processing techniques and deep learning methods. Image processing techniques helps to create images which are less noisy, and easily understandable for neural networks.
Once image with required configuration are obtained, they are fed to neural network model for training. The neural network model consists of, convolutional neural network for feature extraction, recurrent neural networks for dealing with character’s sequencing. We use connectionist temporal classification loss function which is required to be minimized to get good recognition of words from images.
Work Flow
- The raw data are one-page scans, provided as a