An Optical Character Recognition system using Pytesseract/Extracting data from Blood Pressure Reports.

Overview

Optical_Character_Recognition

An Optical Character Recognition system using Pytesseract/Extracting data from Blood Pressure Reports.

As an IOT/Computer Visions Intern at the Graduate Rotational Internship program (GRIP) by The Sparks Foundation (TSF), the first task is to implement a character detector which extracts printed or handwritten text from an image/video.

For more learning purposes, I've utilized this feature in cleaning/extracting valuable information from Blood Pressure Reports as images.

download

Dependencies

  • tesseract-ocr package
  • pytesseract 0.3.8
  • Open-cv
  • Pandas

    Using the pytesseract open source library to detect text on image/video.

    Open-cv for Image Processing

    Pandas for data manipulation

  • Owner
    Ramsis Hammadi
    Ramsis Hammadi
    Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding for Zero-Example Video Retrieval.

    Dual Encoding for Video Retrieval by Text Source code of our TPAMI'21 paper Dual Encoding for Video Retrieval by Text and CVPR'19 paper Dual Encoding

    81 Dec 01, 2022
    TableBank: A Benchmark Dataset for Table Detection and Recognition

    TableBank TableBank is a new image-based table detection and recognition dataset built with novel weak supervision from Word and Latex documents on th

    844 Jan 04, 2023
    a Deep Learning Framework for Text

    DeLFT DeLFT (Deep Learning Framework for Text) is a Keras and TensorFlow framework for text processing, focusing on sequence labelling (e.g. named ent

    Patrice Lopez 350 Dec 19, 2022
    Generate a list of papers with publicly available source code in the daily arxiv

    2021-06-08 paper code optimal network slicing for service-oriented networks with flexible routing and guaranteed e2e latency networkslicing multi-moda

    79 Jan 03, 2023
    A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

    awesome-deep-text-detection-recognition A curated list of awesome deep learning based papers on text detection and recognition. Text Detection Papers

    2.4k Jan 08, 2023
    A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

    OCR Resources This repository contains a collection of resources (including the papers and datasets) of OCR (Optical Character Recognition). Contents

    Zuming Huang 363 Jan 03, 2023
    OCR system for Arabic language that converts images of typed text to machine-encoded text.

    Arabic OCR OCR system for Arabic language that converts images of typed text to machine-encoded text. The system currently supports only letters (29 l

    Hussein Youssef 144 Jan 05, 2023
    Deep learning based page layout analysis

    Deep Learning Based Page Layout Analyze This is a Python implementaion of page layout analyze tool. The goal of page layout analyze is to segment page

    186 Dec 29, 2022
    MeshToGeotiff - A fast Python algorithm to convert a 3D mesh into a GeoTIFF

    MeshToGeotiff - A fast Python algorithm to convert a 3D mesh into a GeoTIFF Python class for converting (very fast) 3D Meshes/Surfaces to Raster DEMs

    8 Sep 10, 2022
    This can be use to convert text in a file to handwritten text.

    TextToHandwriting This can be used to convert text to handwriting. Clone this project or download the code. Run TextToImage.py give the filename of th

    Ashutosh Mahapatra 2 Feb 06, 2022
    A python screen recorder for low-end computers, provides high quality video output.

    RecorderX - v1.0 A screen recorder made in Python with the help of OpenCv, it has ability to record your screen in high quality. No matter what your P

    Priyanshu Jindal 4 Nov 10, 2021
    Image processing in Python

    scikit-image: Image processing in Python Website (including documentation): https://scikit-image.org/ Mailing list: https://mail.python.org/mailman3/l

    Image Processing Toolbox for SciPy 5.2k Dec 30, 2022
    Text-to-Image generation

    Generate vivid Images for Any (Chinese) text CogView is a pretrained (4B-param) transformer for text-to-image generation in general domain. Read our p

    THUDM 1.3k Jan 05, 2023
    This tool will help you convert your text to handwriting xD

    So your teacher asked you to upload written assignments? Hate writing assigments? This tool will help you convert your text to handwriting xD

    Saurabh Daware 4.2k Jan 07, 2023
    Automatically fishes for you while you are afk :)

    Dank-memer-afk-script A simple and quick way to make easy money in Dank Memer! How to use Open a discord channel which has the Dank Memer bot enabled.

    Pranav Doshi 9 Nov 11, 2022
    Links to awesome OCR projects

    Awesome OCR This list contains links to great software tools and libraries and literature related to Optical Character Recognition (OCR). Contribution

    Konstantin Baierer 2.2k Jan 02, 2023
    A Vietnamese personal card OCR website built with Django.

    Django VietCardOCR Installation Creation of virtual environments is done by executing the command venv: python -m venv venv That will create a new fol

    Truong Hoang Thuan 4 Sep 04, 2021
    Deskewing images with slanted content

    skew_correction De-skewing images with slanted content by finding the deviation using Canny Edge Detection. To Run: In python 3.6, from deskew import

    13 Aug 27, 2022
    基于openpose和图像分类的手语识别项目

    手语识别 0、使用到的模型 (1). openpose,作者:CMU-Perceptual-Computing-Lab https://github.com/CMU-Perceptual-Computing-Lab/openpose (2). 图像分类classification,作者:Bubbl

    20 Dec 15, 2022